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-rw-r--r--src/ml/Config.cc (renamed from ml/Config.cc)0
-rw-r--r--src/ml/README.md279
-rw-r--r--src/ml/ad_charts.cc (renamed from ml/ad_charts.cc)2
-rw-r--r--src/ml/ad_charts.h (renamed from ml/ad_charts.h)0
-rw-r--r--src/ml/dlib/.gitignore (renamed from ml/dlib/.gitignore)0
-rw-r--r--src/ml/dlib/.hgignore (renamed from ml/dlib/.hgignore)0
-rw-r--r--src/ml/dlib/.hgtags (renamed from ml/dlib/.hgtags)0
-rw-r--r--src/ml/dlib/.travis.yml (renamed from ml/dlib/.travis.yml)0
-rw-r--r--src/ml/dlib/CMakeLists.txt (renamed from ml/dlib/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/ISSUE_TEMPLATE.md (renamed from ml/dlib/ISSUE_TEMPLATE.md)0
-rw-r--r--src/ml/dlib/MANIFEST.in (renamed from ml/dlib/MANIFEST.in)0
-rw-r--r--src/ml/dlib/README.md (renamed from ml/dlib/README.md)0
-rw-r--r--src/ml/dlib/dlib/CMakeLists.txt (renamed from ml/dlib/dlib/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/dlib/LICENSE.txt (renamed from ml/dlib/dlib/LICENSE.txt)0
-rw-r--r--src/ml/dlib/dlib/algs.h (renamed from ml/dlib/dlib/algs.h)0
-rw-r--r--src/ml/dlib/dlib/all/source.cpp (renamed from ml/dlib/dlib/all/source.cpp)0
-rw-r--r--src/ml/dlib/dlib/any.h (renamed from ml/dlib/dlib/any.h)0
-rw-r--r--src/ml/dlib/dlib/any/any.h (renamed from ml/dlib/dlib/any/any.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_abstract.h (renamed from ml/dlib/dlib/any/any_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_decision_function.h (renamed from ml/dlib/dlib/any/any_decision_function.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_decision_function_abstract.h (renamed from ml/dlib/dlib/any/any_decision_function_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_function.h (renamed from ml/dlib/dlib/any/any_function.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_function_abstract.h (renamed from ml/dlib/dlib/any/any_function_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_function_impl.h (renamed from ml/dlib/dlib/any/any_function_impl.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_function_impl2.h (renamed from ml/dlib/dlib/any/any_function_impl2.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_trainer.h (renamed from ml/dlib/dlib/any/any_trainer.h)0
-rw-r--r--src/ml/dlib/dlib/any/any_trainer_abstract.h (renamed from ml/dlib/dlib/any/any_trainer_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/appveyor/dtest.yml (renamed from ml/dlib/dlib/appveyor/dtest.yml)0
-rw-r--r--src/ml/dlib/dlib/appveyor/dtest_vc2017.yml (renamed from ml/dlib/dlib/appveyor/dtest_vc2017.yml)0
-rw-r--r--src/ml/dlib/dlib/appveyor/examples.yml (renamed from ml/dlib/dlib/appveyor/examples.yml)0
-rw-r--r--src/ml/dlib/dlib/appveyor/python.yml (renamed from ml/dlib/dlib/appveyor/python.yml)0
-rw-r--r--src/ml/dlib/dlib/array.h (renamed from ml/dlib/dlib/array.h)0
-rw-r--r--src/ml/dlib/dlib/array/array_kernel.h (renamed from ml/dlib/dlib/array/array_kernel.h)0
-rw-r--r--src/ml/dlib/dlib/array/array_kernel_abstract.h (renamed from ml/dlib/dlib/array/array_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/array/array_tools.h (renamed from ml/dlib/dlib/array/array_tools.h)0
-rw-r--r--src/ml/dlib/dlib/array/array_tools_abstract.h (renamed from ml/dlib/dlib/array/array_tools_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/array2d.h (renamed from ml/dlib/dlib/array2d.h)0
-rw-r--r--src/ml/dlib/dlib/array2d/array2d_generic_image.h (renamed from ml/dlib/dlib/array2d/array2d_generic_image.h)0
-rw-r--r--src/ml/dlib/dlib/array2d/array2d_kernel.h (renamed from ml/dlib/dlib/array2d/array2d_kernel.h)0
-rw-r--r--src/ml/dlib/dlib/array2d/array2d_kernel_abstract.h (renamed from ml/dlib/dlib/array2d/array2d_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/array2d/serialize_pixel_overloads.h (renamed from ml/dlib/dlib/array2d/serialize_pixel_overloads.h)0
-rw-r--r--src/ml/dlib/dlib/assert.h (renamed from ml/dlib/dlib/assert.h)0
-rw-r--r--src/ml/dlib/dlib/base64.h (renamed from ml/dlib/dlib/base64.h)0
-rw-r--r--src/ml/dlib/dlib/base64/base64_kernel_1.cpp (renamed from ml/dlib/dlib/base64/base64_kernel_1.cpp)0
-rw-r--r--src/ml/dlib/dlib/base64/base64_kernel_1.h (renamed from ml/dlib/dlib/base64/base64_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/base64/base64_kernel_abstract.h (renamed from ml/dlib/dlib/base64/base64_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bayes_utils.h (renamed from ml/dlib/dlib/bayes_utils.h)0
-rw-r--r--src/ml/dlib/dlib/bayes_utils/bayes_utils.h (renamed from ml/dlib/dlib/bayes_utils/bayes_utils.h)0
-rw-r--r--src/ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h (renamed from ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bigint.h (renamed from ml/dlib/dlib/bigint.h)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_1.cpp (renamed from ml/dlib/dlib/bigint/bigint_kernel_1.cpp)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_1.h (renamed from ml/dlib/dlib/bigint/bigint_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_2.cpp (renamed from ml/dlib/dlib/bigint/bigint_kernel_2.cpp)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_2.h (renamed from ml/dlib/dlib/bigint/bigint_kernel_2.h)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_abstract.h (renamed from ml/dlib/dlib/bigint/bigint_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bigint/bigint_kernel_c.h (renamed from ml/dlib/dlib/bigint/bigint_kernel_c.h)0
-rw-r--r--src/ml/dlib/dlib/binary_search_tree.h (renamed from ml/dlib/dlib/binary_search_tree.h)0
-rw-r--r--src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h (renamed from ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h (renamed from ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h)0
-rw-r--r--src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h (renamed from ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h (renamed from ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream.h (renamed from ml/dlib/dlib/bit_stream.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp (renamed from ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_multi_1.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_multi_1.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bit_stream/bit_stream_multi_c.h (renamed from ml/dlib/dlib/bit_stream/bit_stream_multi_c.h)0
-rw-r--r--src/ml/dlib/dlib/bits/c++config.h (renamed from ml/dlib/dlib/bits/c++config.h)0
-rw-r--r--src/ml/dlib/dlib/bound_function_pointer.h (renamed from ml/dlib/dlib/bound_function_pointer.h)0
-rw-r--r--src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h (renamed from ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h (renamed from ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bridge.h (renamed from ml/dlib/dlib/bridge.h)0
-rw-r--r--src/ml/dlib/dlib/bridge/bridge.h (renamed from ml/dlib/dlib/bridge/bridge.h)0
-rw-r--r--src/ml/dlib/dlib/bridge/bridge_abstract.h (renamed from ml/dlib/dlib/bridge/bridge_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/bsp.h (renamed from ml/dlib/dlib/bsp.h)0
-rw-r--r--src/ml/dlib/dlib/bsp/bsp.cpp (renamed from ml/dlib/dlib/bsp/bsp.cpp)0
-rw-r--r--src/ml/dlib/dlib/bsp/bsp.h (renamed from ml/dlib/dlib/bsp/bsp.h)0
-rw-r--r--src/ml/dlib/dlib/bsp/bsp_abstract.h (renamed from ml/dlib/dlib/bsp/bsp_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/byte_orderer.h (renamed from ml/dlib/dlib/byte_orderer.h)0
-rw-r--r--src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h (renamed from ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h (renamed from ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/cassert (renamed from ml/dlib/dlib/cassert)0
-rw-r--r--src/ml/dlib/dlib/clustering.h (renamed from ml/dlib/dlib/clustering.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/bottom_up_cluster.h (renamed from ml/dlib/dlib/clustering/bottom_up_cluster.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h (renamed from ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/chinese_whispers.h (renamed from ml/dlib/dlib/clustering/chinese_whispers.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/chinese_whispers_abstract.h (renamed from ml/dlib/dlib/clustering/chinese_whispers_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/modularity_clustering.h (renamed from ml/dlib/dlib/clustering/modularity_clustering.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/modularity_clustering_abstract.h (renamed from ml/dlib/dlib/clustering/modularity_clustering_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/spectral_cluster.h (renamed from ml/dlib/dlib/clustering/spectral_cluster.h)0
-rw-r--r--src/ml/dlib/dlib/clustering/spectral_cluster_abstract.h (renamed from ml/dlib/dlib/clustering/spectral_cluster_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/cmake (renamed from ml/dlib/dlib/cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake (renamed from ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake (renamed from ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/dlib.pc.in (renamed from ml/dlib/dlib/cmake_utils/dlib.pc.in)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in (renamed from ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/find_blas.cmake (renamed from ml/dlib/dlib/cmake_utils/find_blas.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/release_build_by_default (renamed from ml/dlib/dlib/cmake_utils/release_build_by_default)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake (renamed from ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake (renamed from ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt (renamed from ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp (renamed from ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt (renamed from ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu (renamed from ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt (renamed from ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt (renamed from ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt (renamed from ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp (renamed from ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp)0
-rw-r--r--src/ml/dlib/dlib/cmake_utils/use_cpp_11.cmake (renamed from ml/dlib/dlib/cmake_utils/use_cpp_11.cmake)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser.h (renamed from ml/dlib/dlib/cmd_line_parser.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h (renamed from ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/get_option.h (renamed from ml/dlib/dlib/cmd_line_parser/get_option.h)0
-rw-r--r--src/ml/dlib/dlib/cmd_line_parser/get_option_abstract.h (renamed from ml/dlib/dlib/cmd_line_parser/get_option_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/compress_stream.h (renamed from ml/dlib/dlib/compress_stream.h)0
-rw-r--r--src/ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h (renamed from ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h (renamed from ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h)0
-rw-r--r--src/ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h (renamed from ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h)0
-rw-r--r--src/ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h (renamed from ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class.h (renamed from ml/dlib/dlib/conditioning_class.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h (renamed from ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h)0
-rw-r--r--src/ml/dlib/dlib/config.h (renamed from ml/dlib/dlib/config.h)0
-rw-r--r--src/ml/dlib/dlib/config.h.in (renamed from ml/dlib/dlib/config.h.in)0
-rw-r--r--src/ml/dlib/dlib/config_reader.h (renamed from ml/dlib/dlib/config_reader.h)0
-rw-r--r--src/ml/dlib/dlib/config_reader/config_reader_kernel_1.h (renamed from ml/dlib/dlib/config_reader/config_reader_kernel_1.h)0
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-rw-r--r--src/ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h (renamed from ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h)0
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-rw-r--r--src/ml/dlib/dlib/console_progress_indicator.h (renamed from ml/dlib/dlib/console_progress_indicator.h)0
-rw-r--r--src/ml/dlib/dlib/control.h (renamed from ml/dlib/dlib/control.h)0
-rw-r--r--src/ml/dlib/dlib/control/approximate_linear_models.h (renamed from ml/dlib/dlib/control/approximate_linear_models.h)0
-rw-r--r--src/ml/dlib/dlib/control/approximate_linear_models_abstract.h (renamed from ml/dlib/dlib/control/approximate_linear_models_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/control/lspi.h (renamed from ml/dlib/dlib/control/lspi.h)0
-rw-r--r--src/ml/dlib/dlib/control/lspi_abstract.h (renamed from ml/dlib/dlib/control/lspi_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/control/mpc.h (renamed from ml/dlib/dlib/control/mpc.h)0
-rw-r--r--src/ml/dlib/dlib/control/mpc_abstract.h (renamed from ml/dlib/dlib/control/mpc_abstract.h)0
-rw-r--r--src/ml/dlib/dlib/cpp_pretty_printer.h (renamed from ml/dlib/dlib/cpp_pretty_printer.h)0
-rw-r--r--src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h (renamed from ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h)0
-rw-r--r--src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h (renamed from ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h)0
-rw-r--r--src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h (renamed from ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h)0
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diff --git a/src/ml/README.md b/src/ml/README.md
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+<!--
+title: "Configure machine learning (ML) powered anomaly detection"
+custom_edit_url: "https://github.com/netdata/netdata/edit/master/src/ml/README.md"
+description: "This is an in-depth look at how Netdata uses ML to detect anomalies."
+sidebar_label: "Configure machine learning (ML) powered anomaly detection"
+learn_status: "Published"
+learn_topic_type: "Tasks"
+learn_rel_path: "Configuration"
+-->
+
+# Machine learning (ML) powered anomaly detection
+
+## Overview
+
+Machine learning is a subfield of artificial intelligence that enables computers to learn and improve from experience without being explicitly programmed. In monitoring, machine learning can be used to detect patterns and anomalies in large datasets, enabling users to identify potential issues before they become critical. The importance of machine learning in monitoring lies in its ability to analyze vast amounts of data in real-time and provide actionable insights that can help optimize system performance and prevent downtime. Machine learning can also improve the efficiency and scalability of monitoring systems, enabling organizations to monitor complex infrastructures and applications with ease.
+
+The primary goal of implementing machine learning features in Netdata is to enable users to detect and alert on anomalies in their systems with advanced anomaly detection capabilities. Netdata's machine learning features are designed to be highly customizable and scalable, so users can tailor the ML models and training process to their specific requirements and monitor systems of any size or complexity.
+
+As of [`v1.32.0`](https://github.com/netdata/netdata/releases/tag/v1.32.0), Netdata comes with ML powered [anomaly detection](https://en.wikipedia.org/wiki/Anomaly_detection) capabilities built into it and available to use out of the box, with zero configuration required (ML was enabled by default in `v1.35.0-29-nightly` in [this PR](https://github.com/netdata/netdata/pull/13158), previously it required a one line config change).
+
+🚧 **Note**: If you would like to get involved and help us with some feedback, email us at analytics-ml-team@netdata.cloud, comment on the [beta launch post](https://community.netdata.cloud/t/anomaly-advisor-beta-launch/2717) in the Netdata community, or come join us in the [🤖-ml-powered-monitoring](https://discord.gg/4eRSEUpJnc) channel of the Netdata discord.
+
+Once ML is enabled, Netdata will begin training a model for each dimension. By default this model is a [k-means clustering](https://en.wikipedia.org/wiki/K-means_clustering) model trained on the most recent 4 hours of data. Rather than just using the most recent value of each raw metric, the model works on a preprocessed ["feature vector"](#feature-vector) of recent smoothed and differenced values. This enables the model to detect a wider range of potentially anomalous patterns in recent observations as opposed to just point anomalies like big spikes or drops. ([This infographic](https://user-images.githubusercontent.com/2178292/144414415-275a3477-5b47-43d6-8959-509eb48ebb20.png) shows some different types of anomalies).
+
+The sections below will introduce some of the main concepts:
+- anomaly bit
+- anomaly score
+- anomaly rate
+- anomaly detector
+
+Additional explanations and details can be found in the [Glossary](#glossary) and [Notes](#notes) at the bottom of the page.
+
+### Anomaly Bit - (100 = Anomalous, 0 = Normal)
+
+Once each model is trained, Netdata will begin producing an ["anomaly score"](#anomaly-score) at each time step for each dimension. This ["anomaly score"](#anomaly-score) is essentially a distance measure to the trained cluster centers of the model (by default each model has k=2, so two cluster centers are learned). More anomalous looking data should be more distant to those cluster centers. If this ["anomaly score"](#anomaly-score) is sufficiently large, this is a sign that the recent raw values of the dimension could potentially be anomalous. By default, "sufficiently large" means that the distance is in the 99th percentile or above of all distances observed during training or, put another way, it has to be further away than the furthest 1% of the data used during training. Once this threshold is passed, the ["anomaly bit"](#anomaly-bit) corresponding to that dimension is set to 100 to flag it as anomalous, otherwise it would be left at 0 to signal normal data.
+
+What this means is that in addition to the raw value of each metric, Netdata now also stores an ["anomaly bit"](#anomaly-bit) that is either 100 (anomalous) or 0 (normal). Importantly, this is achieved without additional storage overhead due to how the anomaly bit has been implemented within the existing internal Netdata storage representation.
+
+This ["anomaly bit"](#anomaly-bit) is exposed via the `anomaly-bit` key that can be passed to the `options` param of the `/api/v1/data` REST API.
+
+For example, here are some recent raw dimension values for `system.ip` on our [london](http://london.my-netdata.io/) demo server:
+
+[`https://london.my-netdata.io/api/v1/data?chart=system.ip`](https://london.my-netdata.io/api/v1/data?chart=system.ip)
+
+```
+{
+ "labels": ["time", "received", "sent"],
+ "data":
+ [
+ [ 1638365672, 54.84098, -76.70201],
+ [ 1638365671, 124.4328, -309.7543],
+ [ 1638365670, 123.73152, -167.9056],
+ ...
+ ]
+}
+```
+
+And if we add the `&options=anomaly-bit` params, we can see the "anomaly bit" value corresponding to each raw dimension value:
+
+[`https://london.my-netdata.io/api/v1/data?chart=system.ip&options=anomaly-bit`](https://london.my-netdata.io/api/v1/data?chart=system.ip&options=anomaly-bit)
+
+```
+{
+ "labels": ["time", "received", "sent"],
+ "data":
+ [
+ [ 1638365672, 0, 0],
+ [ 1638365671, 0, 0],
+ [ 1638365670, 0, 0],
+ ...
+ ]
+}
+```
+In this example, the dimensions "received" and "sent" didn't show any abnormal behavior, so the anomaly bit is zero.
+Under normal circumstances, the anomaly bit will mostly be 0. However, there can be random fluctuations setting the anomaly to 100, although this very much depends on the nature of the dimension in question.
+
+### Anomaly Rate - average(anomaly bit)
+
+Once all models have been trained, we can think of the Netdata dashboard as essentially a big matrix or table of 0's and 100's. If we consider this "anomaly bit"-based representation of the state of the node, we can now think about how we might detect overall node level anomalies. The figure below illustrates the main ideas.
+
+```
+ dimensions
+time d1 d2 d3 d4 d5 NAR
+ 1 0 0 0 0 0 0%
+ 2 0 0 0 0 100 20%
+ 3 0 0 0 0 0 0%
+ 4 0 100 0 0 0 20%
+ 5 100 0 0 0 0 20%
+ 6 0 100 100 0 100 60%
+ 7 0 100 0 100 0 40%
+ 8 0 0 0 0 100 20%
+ 9 0 0 100 100 0 40%
+ 10 0 0 0 0 0 0%
+
+DAR 10% 30% 20% 20% 30% 22% NAR_t1-t10
+
+DAR = Dimension Anomaly Rate
+NAR = Node Anomaly Rate
+NAR_t1-t10 = Node Anomaly Rate over t1 to t10
+```
+
+To work out an ["anomaly rate"](#anomaly-rate), we can just average a row or a column in any direction. For example, if we were to just average along a row then this would be the ["node anomaly rate"](#node-anomaly-rate) (all dimensions) at time t. Likewise if we averaged a column then we would have the ["dimension anomaly rate"](#dimension-anomaly-rate) for each dimension over the time window t=1-10. Extending this idea, we can work out an overall ["anomaly rate"](#anomaly-rate) for the whole matrix or any subset of it we might be interested in.
+
+### Anomaly Detector - Node level anomaly events
+
+An ["anomaly detector"](#anomaly-detector) looks at all anomaly bits of a node. Netdata's anomaly detector produces an ["anomaly event"](#anomaly-event) when a the percentage of anomaly bits is high enough for a persistent amount of time. This anomaly event signals that there was sufficient evidence among all the anomaly bits that some strange behavior might have been detected in a more global sense across the node.
+
+Essentially if the ["Node Anomaly Rate"](#node-anomaly-rate) (NAR) passes a defined threshold and stays above that threshold for a persistent amount of time, a "Node [Anomaly Event](#anomaly-event)" will be triggered.
+
+These anomaly events are currently exposed via the `new_anomaly_event` dimension on the `anomaly_detection.anomaly_detection` chart.
+
+## Configuration
+
+If you are running a netdata version after `v1.35.0-29-nightly` then ML will be enabled by default.
+
+To enable or disable anomaly detection:
+1. Find and open the Netdata configuration file `netdata.conf`.
+2. In the `[ml]` section, set `enabled = yes` to enable or `enabled = no` to disable.
+3. Restart netdata (typically `sudo systemctl restart netdata`).
+
+> 📑 Note
+>
+> If you would like to learn more about configuring Netdata please see the [Configuration section](https://github.com/netdata/netdata/blob/master/docs/configure/nodes.md) of our documentation.
+
+Below is a list of all the available configuration params and their default values.
+
+```
+[ml]
+ # enabled = yes
+ # maximum num samples to train = 21600
+ # minimum num samples to train = 900
+ # train every = 10800
+ # number of models per dimension = 18
+ # dbengine anomaly rate every = 30
+ # num samples to diff = 1
+ # num samples to smooth = 3
+ # num samples to lag = 5
+ # random sampling ratio = 0.2
+ # maximum number of k-means iterations = 1000
+ # dimension anomaly score threshold = 0.99
+ # host anomaly rate threshold = 1.0
+ # anomaly detection grouping method = average
+ # anomaly detection grouping duration = 300
+ # hosts to skip from training = !*
+ # charts to skip from training = netdata.*
+ # dimension anomaly rate suppression window = 900
+ # dimension anomaly rate suppression threshold = 450
+ # delete models older than = 604800
+```
+
+### Configuration Examples
+
+If you would like to run ML on a parent instead of at the edge, some configuration options are illustrated below.
+
+This example assumes 3 child nodes [streaming](https://github.com/netdata/netdata/blob/master/src/streaming/README.md) to 1 parent node and illustrates the main ways you might want to configure running ML for the children on the parent, running ML on the children themselves, or even a mix of approaches.
+
+![parent_child_options](https://user-images.githubusercontent.com/2178292/164439761-8fb7dddd-c4d8-4329-9f44-9a794937a086.png)
+
+```
+# parent will run ML for itself and child 1,2, it will skip running ML for child 0.
+# child 0 will run its own ML at the edge.
+# child 1 will run its own ML at the edge, even though parent will also run ML for it, a bit wasteful potentially to run ML in both places but is possible (Netdata Cloud will essentially average any overlapping models).
+# child 2 will not run ML at the edge, it will be run in the parent only.
+
+# parent-ml-enabled
+# run ML on all hosts apart from child-ml-enabled
+[ml]
+ enabled = yes
+ hosts to skip from training = child-0-ml-enabled
+
+# child-0-ml-enabled
+# run ML on child-0-ml-enabled
+[ml]
+ enabled = yes
+
+# child-1-ml-enabled
+# run ML on child-1-ml-enabled
+[ml]
+ enabled = yes
+
+# child-2-ml-disabled
+# do not run ML on child-2-ml-disabled
+[ml]
+ enabled = no
+```
+
+### Descriptions (min/max)
+
+- `enabled`: `yes` to enable, `no` to disable.
+- `maximum num samples to train`: (`3600`/`86400`) This is the maximum amount of time you would like to train each model on. For example, the default of `21600` trains on the preceding 6 hours of data, assuming an `update every` of 1 second.
+- `minimum num samples to train`: (`900`/`21600`) This is the minimum amount of data required to be able to train a model. For example, the default of `900` implies that once at least 15 minutes of data is available for training, a model is trained, otherwise it is skipped and checked again at the next training run.
+- `train every`: (`1800`/`21600`) This is how often each model will be retrained. For example, the default of `10800` means that each model is retrained every 3 hours. Note: The training of all models is spread out across the `train every` period for efficiency, so in reality, it means that each model will be trained in a staggered manner within each `train every` period.
+- `number of models per dimension`: (`1`/`168`) This is the number of trained models that will be used for scoring. For example the default `number of models per dimension = 18` means that the most recently trained 18 models for the dimension will be used to determine the corresponding anomaly bit. This means that under default settings of `maximum num samples to train = 21600`, `train every = 10800` and `number of models per dimension = 18`, netdata will store and use the last 18 trained models for each dimension when determining the anomaly bit. This means that for the latest feature vector in this configuration to be considered anomalous it would need to look anomalous across _all_ the models trained for that dimension in the last 18*(10800/3600) ~= 54 hours. As such, increasing `number of models per dimension` may reduce some false positives since it will result in more models (covering a wider time frame of training) being used during scoring.
+- `dbengine anomaly rate every`: (`30`/`900`) This is how often netdata will aggregate all the anomaly bits into a single chart (`anomaly_detection.anomaly_rates`). The aggregation into a single chart allows enabling anomaly rate ranking over _all_ metrics with one API call as opposed to a call per chart.
+- `num samples to diff`: (`0`/`1`) This is a `0` or `1` to determine if you want the model to operate on differences of the raw data or just the raw data. For example, the default of `1` means that we take differences of the raw values. Using differences is more general and works on dimensions that might naturally tend to have some trends or cycles in them that is normal behavior to which we don't want to be too sensitive.
+- `num samples to smooth`: (`0`/`5`) This is a small integer that controls the amount of smoothing applied as part of the feature processing used by the model. For example, the default of `3` means that the rolling average of the last 3 values is used. Smoothing like this helps the model be a little more robust to spiky types of dimensions that naturally "jump" up or down as part of their normal behavior.
+- `num samples to lag`: (`0`/`5`) This is a small integer that determines how many lagged values of the dimension to include in the feature vector. For example, the default of `5` means that in addition to the most recent (by default, differenced and smoothed) value of the dimension, the feature vector will also include the 5 previous values too. Using lagged values in our feature representation allows the model to work over strange patterns over recent values of a dimension as opposed to just focusing on if the most recent value itself is big or small enough to be anomalous.
+- `random sampling ratio`: (`0.2`/`1.0`) This parameter determines how much of the available training data is randomly sampled when training a model. The default of `0.2` means that Netdata will train on a random 20% of training data. This parameter influences cost efficiency. At `0.2` the model is still reasonably trained while minimizing system overhead costs caused by the training.
+- `maximum number of k-means iterations`: This is a parameter that can be passed to the model to limit the number of iterations in training the k-means model. Vast majority of cases can ignore and leave as default.
+- `dimension anomaly score threshold`: (`0.01`/`5.00`) This is the threshold at which an individual dimension at a specific timestep is considered anomalous or not. For example, the default of `0.99` means that a dimension with an anomaly score of 99% or higher is flagged as anomalous. This is a normalized probability based on the training data, so the default of 99% means that anything that is as strange (based on distance measure) or more strange as the most strange 1% of data observed during training will be flagged as anomalous. If you wanted to make the anomaly detection on individual dimensions more sensitive you could try a value like `0.90` (90%) or to make it less sensitive you could try `1.5` (150%).
+- `host anomaly rate threshold`: (`0.1`/`10.0`) This is the percentage of dimensions (based on all those enabled for anomaly detection) that need to be considered anomalous at specific timestep for the host itself to be considered anomalous. For example, the default value of `1.0` means that if more than 1% of dimensions are anomalous at the same time then the host itself is considered in an anomalous state.
+- `anomaly detection grouping method`: The grouping method used when calculating node level anomaly rate.
+- `anomaly detection grouping duration`: (`60`/`900`) The duration across which to calculate the node level anomaly rate, the default of `900` means that the node level anomaly rate is calculated across a rolling 5 minute window.
+- `hosts to skip from training`: This parameter allows you to turn off anomaly detection for any child hosts on a parent host by defining those you would like to skip from training here. For example, a value like `dev-*` skips all hosts on a parent that begin with the "dev-" prefix. The default value of `!*` means "don't skip any".
+- `charts to skip from training`: This parameter allows you to exclude certain charts from anomaly detection. By default, only netdata related charts are excluded. This is to avoid the scenario where accessing the netdata dashboard could itself trigger some anomalies if you don't access them regularly. If you want to include charts that are excluded by default, add them in small groups and then measure any impact on performance before adding additional ones. Example: If you want to include system, apps, and user charts:`!system.* !apps.* !user.* *`.
+- `delete models older than`: (`86400`/`604800`) Delete old models from the database that are unused, by default models will be deleted after 7 days.
+
+## Charts
+
+Once enabled, the "Anomaly Detection" menu and charts will be available on the dashboard.
+
+![anomaly_detection_menu](https://user-images.githubusercontent.com/2178292/207584589-2e984786-5e01-404b-a20a-58573884d6df.png)
+
+In terms of anomaly detection, the most interesting charts would be the `anomaly_detection.dimensions` and `anomaly_detection.anomaly_rate` ones, which hold the `anomalous` and `anomaly_rate` dimensions that show the overall number of dimensions considered anomalous at any time and the corresponding anomaly rate.
+
+- `anomaly_detection.dimensions`: Total count of dimensions considered anomalous or normal.
+- `anomaly_detection.anomaly_rate`: Percentage of anomalous dimensions.
+- `anomaly_detection.anomaly_detection`: Flags (0 or 1) to show when an anomaly event has been triggered by the detector.
+
+Below is an example of how these charts may look in the presence of an anomaly event.
+
+Initially we see a jump in `anomalous` dimensions:
+
+![anomalous](https://user-images.githubusercontent.com/2178292/207589021-c0d2926f-bb55-4c5c-9e32-be1851558fa8.png)
+
+And a corresponding jump in the `anomaly_rate`:
+
+![anomaly_rate](https://user-images.githubusercontent.com/2178292/207589172-8853804b-6826-4731-8d06-b9e32d3071af.png)
+
+After a short while the rolling node anomaly rate goes `above_threshold`, and once it stays above threshold for long enough a `new_anomaly_event` is created:
+
+![anomaly_event](https://user-images.githubusercontent.com/2178292/207589308-931a3c76-440a-48c1-970e-191743d26607.png)
+
+## Glossary
+
+#### _feature vector_
+
+A [feature vector](https://en.wikipedia.org/wiki/Feature_(machine_learning)) is what the ML model is trained on and uses for prediction. The most simple feature vector would be just the latest raw dimension value itself [x]. By default Netdata will use a feature vector consisting of the 6 latest differences and smoothed values of the dimension so conceptually something like `[avg3(diff1(x-5)), avg3(diff1(x-4)), avg3(diff1(x-3)), avg3(diff1(x-2)), avg3(diff1(x-1)), avg3(diff1(x))]` which ends up being just 6 floating point numbers that try and represent the "shape" of recent data.
+
+#### _anomaly score_
+
+At prediction time the anomaly score is just the distance of the most recent feature vector to the trained cluster centers of the model, which are themselves just feature vectors, albeit supposedly the best most representative feature vectors that could be "learned" from the training data. So if the most recent feature vector is very far away in terms of [euclidean distance](https://en.wikipedia.org/wiki/Euclidean_distance#:~:text=In%20mathematics%2C%20the%20Euclidean%20distance,being%20called%20the%20Pythagorean%20distance.) it's more likely that the recent data it represents consists of some strange pattern not commonly found in the training data.
+
+#### _anomaly bit_
+
+If the anomaly score is greater than a specified threshold then the most recent feature vector, and hence most recent raw data, is considered anomalous. Since storing the raw anomaly score would essentially double amount of storage space Netdata would need, we instead efficiently store just the anomaly bit in the existing internal Netdata data representation without any additional storage overhead.
+
+#### _anomaly rate_
+
+An anomaly rate is really just an average over one or more anomaly bits. An anomaly rate can be calculated over time for one or more dimensions or at a point in time across multiple dimensions, or some combination of the two. Its just an average of some collection of anomaly bits.
+
+#### _anomaly detector_
+
+The is essentially business logic that just tries to process a collection of anomaly bits to determine if there is enough active anomaly bits to merit investigation or declaration of a node level anomaly event.
+
+#### _anomaly event_
+
+Anomaly events are triggered by the anomaly detector and represent a window of time on the node with sufficiently elevated anomaly rates across all dimensions.
+
+#### _dimension anomaly rate_
+
+The anomaly rate of a specific dimension over some window of time.
+
+#### _node anomaly rate_
+
+The anomaly rate across all dimensions of a node.
+
+## Notes
+
+- We would love to hear any feedback relating to this functionality, please email us at analytics-ml-team@netdata.cloud or come join us in the [🤖-ml-powered-monitoring](https://discord.gg/4eRSEUpJnc) channel of the Netdata discord.
+- We are working on additional UI/UX based features that build on these core components to make them as useful as possible out of the box.
+- Although not yet a core focus of this work, users could leverage the `anomaly_detection` chart dimensions and/or `anomaly-bit` options in defining alerts based on ML driven anomaly detection models.
+- [This presentation](https://docs.google.com/presentation/d/18zkCvU3nKP-Bw_nQZuXTEa4PIVM6wppH3VUnAauq-RU/edit?usp=sharing) walks through some of the main concepts covered above in a more informal way.
+- After restart Netdata will wait until `minimum num samples to train` observations of data are available before starting training and prediction.
+- Netdata uses [dlib](https://github.com/davisking/dlib) under the hood for its core ML features.
+- You should benchmark Netdata resource usage before and after enabling ML. Typical overhead ranges from 1-2% additional CPU at most.
+- The "anomaly bit" has been implemented to be a building block to underpin many more ML based use cases that we plan to deliver soon.
+- At its core Netdata uses an approach and problem formulation very similar to the Netdata python [anomalies collector](https://github.com/netdata/netdata/blob/master/src/collectors/python.d.plugin/anomalies/README.md), just implemented in a much much more efficient and scalable way in the agent in c++. So if you would like to learn more about the approach and are familiar with Python that is a useful resource to explore, as is the corresponding [deep dive tutorial](https://nbviewer.org/github/netdata/community/blob/main/netdata-agent-api/netdata-pandas/anomalies_collector_deepdive.ipynb) where the default model used is PCA instead of K-Means but the overall approach and formulation is similar.
+- Check out our ML related blog posts over at [https://blog.netdata.cloud](https://blog.netdata.cloud/tags/machine-learning)
diff --git a/ml/ad_charts.cc b/src/ml/ad_charts.cc
index 4b70cb43f..f70d009c4 100644
--- a/ml/ad_charts.cc
+++ b/src/ml/ad_charts.cc
@@ -288,6 +288,7 @@ void ml_update_host_and_detection_rate_charts(ml_host_t *host, collected_number
rrdset_flag_set(host->type_anomaly_rate_rs, RRDSET_FLAG_ANOMALY_DETECTION);
}
+ spinlock_lock_cancelable(&host->type_anomaly_rate_spinlock);
for (auto &entry : host->type_anomaly_rate) {
ml_type_anomaly_rate_t &type_anomaly_rate = entry.second;
@@ -304,6 +305,7 @@ void ml_update_host_and_detection_rate_charts(ml_host_t *host, collected_number
type_anomaly_rate.anomalous_dimensions = 0;
type_anomaly_rate.normal_dimensions = 0;
}
+ spinlock_unlock_cancelable(&host->type_anomaly_rate_spinlock);
rrdset_done(host->type_anomaly_rate_rs);
}
diff --git a/ml/ad_charts.h b/src/ml/ad_charts.h
index 349b369a2..349b369a2 100644
--- a/ml/ad_charts.h
+++ b/src/ml/ad_charts.h
diff --git a/ml/dlib/.gitignore b/src/ml/dlib/.gitignore
index 235fff575..235fff575 100644
--- a/ml/dlib/.gitignore
+++ b/src/ml/dlib/.gitignore
diff --git a/ml/dlib/.hgignore b/src/ml/dlib/.hgignore
index 463303389..463303389 100644
--- a/ml/dlib/.hgignore
+++ b/src/ml/dlib/.hgignore
diff --git a/ml/dlib/.hgtags b/src/ml/dlib/.hgtags
index e9932b1e0..e9932b1e0 100644
--- a/ml/dlib/.hgtags
+++ b/src/ml/dlib/.hgtags
diff --git a/ml/dlib/.travis.yml b/src/ml/dlib/.travis.yml
index 4604fbaac..4604fbaac 100644
--- a/ml/dlib/.travis.yml
+++ b/src/ml/dlib/.travis.yml
diff --git a/ml/dlib/CMakeLists.txt b/src/ml/dlib/CMakeLists.txt
index d3cf123f6..d3cf123f6 100644
--- a/ml/dlib/CMakeLists.txt
+++ b/src/ml/dlib/CMakeLists.txt
diff --git a/ml/dlib/ISSUE_TEMPLATE.md b/src/ml/dlib/ISSUE_TEMPLATE.md
index faea67768..faea67768 100644
--- a/ml/dlib/ISSUE_TEMPLATE.md
+++ b/src/ml/dlib/ISSUE_TEMPLATE.md
diff --git a/ml/dlib/MANIFEST.in b/src/ml/dlib/MANIFEST.in
index 9ef7fe6d0..9ef7fe6d0 100644
--- a/ml/dlib/MANIFEST.in
+++ b/src/ml/dlib/MANIFEST.in
diff --git a/ml/dlib/README.md b/src/ml/dlib/README.md
index d9103d757..d9103d757 100644
--- a/ml/dlib/README.md
+++ b/src/ml/dlib/README.md
diff --git a/ml/dlib/dlib/CMakeLists.txt b/src/ml/dlib/dlib/CMakeLists.txt
index 15208064c..15208064c 100644
--- a/ml/dlib/dlib/CMakeLists.txt
+++ b/src/ml/dlib/dlib/CMakeLists.txt
diff --git a/ml/dlib/dlib/LICENSE.txt b/src/ml/dlib/dlib/LICENSE.txt
index 127a5bc39..127a5bc39 100644
--- a/ml/dlib/dlib/LICENSE.txt
+++ b/src/ml/dlib/dlib/LICENSE.txt
diff --git a/ml/dlib/dlib/algs.h b/src/ml/dlib/dlib/algs.h
index d0f74b1f2..d0f74b1f2 100644
--- a/ml/dlib/dlib/algs.h
+++ b/src/ml/dlib/dlib/algs.h
diff --git a/ml/dlib/dlib/all/source.cpp b/src/ml/dlib/dlib/all/source.cpp
index 1fc646a86..1fc646a86 100644
--- a/ml/dlib/dlib/all/source.cpp
+++ b/src/ml/dlib/dlib/all/source.cpp
diff --git a/ml/dlib/dlib/any.h b/src/ml/dlib/dlib/any.h
index 01f047066..01f047066 100644
--- a/ml/dlib/dlib/any.h
+++ b/src/ml/dlib/dlib/any.h
diff --git a/ml/dlib/dlib/any/any.h b/src/ml/dlib/dlib/any/any.h
index b5ef1bc8b..b5ef1bc8b 100644
--- a/ml/dlib/dlib/any/any.h
+++ b/src/ml/dlib/dlib/any/any.h
diff --git a/ml/dlib/dlib/any/any_abstract.h b/src/ml/dlib/dlib/any/any_abstract.h
index 2fea96381..2fea96381 100644
--- a/ml/dlib/dlib/any/any_abstract.h
+++ b/src/ml/dlib/dlib/any/any_abstract.h
diff --git a/ml/dlib/dlib/any/any_decision_function.h b/src/ml/dlib/dlib/any/any_decision_function.h
index 771e9302b..771e9302b 100644
--- a/ml/dlib/dlib/any/any_decision_function.h
+++ b/src/ml/dlib/dlib/any/any_decision_function.h
diff --git a/ml/dlib/dlib/any/any_decision_function_abstract.h b/src/ml/dlib/dlib/any/any_decision_function_abstract.h
index 8b6644210..8b6644210 100644
--- a/ml/dlib/dlib/any/any_decision_function_abstract.h
+++ b/src/ml/dlib/dlib/any/any_decision_function_abstract.h
diff --git a/ml/dlib/dlib/any/any_function.h b/src/ml/dlib/dlib/any/any_function.h
index f186b4d3f..f186b4d3f 100644
--- a/ml/dlib/dlib/any/any_function.h
+++ b/src/ml/dlib/dlib/any/any_function.h
diff --git a/ml/dlib/dlib/any/any_function_abstract.h b/src/ml/dlib/dlib/any/any_function_abstract.h
index 1fc129edb..1fc129edb 100644
--- a/ml/dlib/dlib/any/any_function_abstract.h
+++ b/src/ml/dlib/dlib/any/any_function_abstract.h
diff --git a/ml/dlib/dlib/any/any_function_impl.h b/src/ml/dlib/dlib/any/any_function_impl.h
index fec66cde7..fec66cde7 100644
--- a/ml/dlib/dlib/any/any_function_impl.h
+++ b/src/ml/dlib/dlib/any/any_function_impl.h
diff --git a/ml/dlib/dlib/any/any_function_impl2.h b/src/ml/dlib/dlib/any/any_function_impl2.h
index e1801ddc1..e1801ddc1 100644
--- a/ml/dlib/dlib/any/any_function_impl2.h
+++ b/src/ml/dlib/dlib/any/any_function_impl2.h
diff --git a/ml/dlib/dlib/any/any_trainer.h b/src/ml/dlib/dlib/any/any_trainer.h
index 4df10a140..4df10a140 100644
--- a/ml/dlib/dlib/any/any_trainer.h
+++ b/src/ml/dlib/dlib/any/any_trainer.h
diff --git a/ml/dlib/dlib/any/any_trainer_abstract.h b/src/ml/dlib/dlib/any/any_trainer_abstract.h
index 877792fc1..877792fc1 100644
--- a/ml/dlib/dlib/any/any_trainer_abstract.h
+++ b/src/ml/dlib/dlib/any/any_trainer_abstract.h
diff --git a/ml/dlib/dlib/appveyor/dtest.yml b/src/ml/dlib/dlib/appveyor/dtest.yml
index 212528eb1..212528eb1 100644
--- a/ml/dlib/dlib/appveyor/dtest.yml
+++ b/src/ml/dlib/dlib/appveyor/dtest.yml
diff --git a/ml/dlib/dlib/appveyor/dtest_vc2017.yml b/src/ml/dlib/dlib/appveyor/dtest_vc2017.yml
index 9e5e72ee9..9e5e72ee9 100644
--- a/ml/dlib/dlib/appveyor/dtest_vc2017.yml
+++ b/src/ml/dlib/dlib/appveyor/dtest_vc2017.yml
diff --git a/ml/dlib/dlib/appveyor/examples.yml b/src/ml/dlib/dlib/appveyor/examples.yml
index 55791d224..55791d224 100644
--- a/ml/dlib/dlib/appveyor/examples.yml
+++ b/src/ml/dlib/dlib/appveyor/examples.yml
diff --git a/ml/dlib/dlib/appveyor/python.yml b/src/ml/dlib/dlib/appveyor/python.yml
index 2e1466084..2e1466084 100644
--- a/ml/dlib/dlib/appveyor/python.yml
+++ b/src/ml/dlib/dlib/appveyor/python.yml
diff --git a/ml/dlib/dlib/array.h b/src/ml/dlib/dlib/array.h
index ecdafc497..ecdafc497 100644
--- a/ml/dlib/dlib/array.h
+++ b/src/ml/dlib/dlib/array.h
diff --git a/ml/dlib/dlib/array/array_kernel.h b/src/ml/dlib/dlib/array/array_kernel.h
index 48160941b..48160941b 100644
--- a/ml/dlib/dlib/array/array_kernel.h
+++ b/src/ml/dlib/dlib/array/array_kernel.h
diff --git a/ml/dlib/dlib/array/array_kernel_abstract.h b/src/ml/dlib/dlib/array/array_kernel_abstract.h
index 5cfdd483a..5cfdd483a 100644
--- a/ml/dlib/dlib/array/array_kernel_abstract.h
+++ b/src/ml/dlib/dlib/array/array_kernel_abstract.h
diff --git a/ml/dlib/dlib/array/array_tools.h b/src/ml/dlib/dlib/array/array_tools.h
index fce634396..fce634396 100644
--- a/ml/dlib/dlib/array/array_tools.h
+++ b/src/ml/dlib/dlib/array/array_tools.h
diff --git a/ml/dlib/dlib/array/array_tools_abstract.h b/src/ml/dlib/dlib/array/array_tools_abstract.h
index e9b957518..e9b957518 100644
--- a/ml/dlib/dlib/array/array_tools_abstract.h
+++ b/src/ml/dlib/dlib/array/array_tools_abstract.h
diff --git a/ml/dlib/dlib/array2d.h b/src/ml/dlib/dlib/array2d.h
index f5325e4a2..f5325e4a2 100644
--- a/ml/dlib/dlib/array2d.h
+++ b/src/ml/dlib/dlib/array2d.h
diff --git a/ml/dlib/dlib/array2d/array2d_generic_image.h b/src/ml/dlib/dlib/array2d/array2d_generic_image.h
index a96f5e3c2..a96f5e3c2 100644
--- a/ml/dlib/dlib/array2d/array2d_generic_image.h
+++ b/src/ml/dlib/dlib/array2d/array2d_generic_image.h
diff --git a/ml/dlib/dlib/array2d/array2d_kernel.h b/src/ml/dlib/dlib/array2d/array2d_kernel.h
index 597112341..597112341 100644
--- a/ml/dlib/dlib/array2d/array2d_kernel.h
+++ b/src/ml/dlib/dlib/array2d/array2d_kernel.h
diff --git a/ml/dlib/dlib/array2d/array2d_kernel_abstract.h b/src/ml/dlib/dlib/array2d/array2d_kernel_abstract.h
index cbb0e9b2b..cbb0e9b2b 100644
--- a/ml/dlib/dlib/array2d/array2d_kernel_abstract.h
+++ b/src/ml/dlib/dlib/array2d/array2d_kernel_abstract.h
diff --git a/ml/dlib/dlib/array2d/serialize_pixel_overloads.h b/src/ml/dlib/dlib/array2d/serialize_pixel_overloads.h
index 9ce2c4a13..9ce2c4a13 100644
--- a/ml/dlib/dlib/array2d/serialize_pixel_overloads.h
+++ b/src/ml/dlib/dlib/array2d/serialize_pixel_overloads.h
diff --git a/ml/dlib/dlib/assert.h b/src/ml/dlib/dlib/assert.h
index 2220dd73a..2220dd73a 100644
--- a/ml/dlib/dlib/assert.h
+++ b/src/ml/dlib/dlib/assert.h
diff --git a/ml/dlib/dlib/base64.h b/src/ml/dlib/dlib/base64.h
index 8308920d6..8308920d6 100644
--- a/ml/dlib/dlib/base64.h
+++ b/src/ml/dlib/dlib/base64.h
diff --git a/ml/dlib/dlib/base64/base64_kernel_1.cpp b/src/ml/dlib/dlib/base64/base64_kernel_1.cpp
index 5b48c789e..5b48c789e 100644
--- a/ml/dlib/dlib/base64/base64_kernel_1.cpp
+++ b/src/ml/dlib/dlib/base64/base64_kernel_1.cpp
diff --git a/ml/dlib/dlib/base64/base64_kernel_1.h b/src/ml/dlib/dlib/base64/base64_kernel_1.h
index d8f49b1b8..d8f49b1b8 100644
--- a/ml/dlib/dlib/base64/base64_kernel_1.h
+++ b/src/ml/dlib/dlib/base64/base64_kernel_1.h
diff --git a/ml/dlib/dlib/base64/base64_kernel_abstract.h b/src/ml/dlib/dlib/base64/base64_kernel_abstract.h
index 0a63d3b87..0a63d3b87 100644
--- a/ml/dlib/dlib/base64/base64_kernel_abstract.h
+++ b/src/ml/dlib/dlib/base64/base64_kernel_abstract.h
diff --git a/ml/dlib/dlib/bayes_utils.h b/src/ml/dlib/dlib/bayes_utils.h
index 51ef6d2ed..51ef6d2ed 100644
--- a/ml/dlib/dlib/bayes_utils.h
+++ b/src/ml/dlib/dlib/bayes_utils.h
diff --git a/ml/dlib/dlib/bayes_utils/bayes_utils.h b/src/ml/dlib/dlib/bayes_utils/bayes_utils.h
index 04b3d1187..04b3d1187 100644
--- a/ml/dlib/dlib/bayes_utils/bayes_utils.h
+++ b/src/ml/dlib/dlib/bayes_utils/bayes_utils.h
diff --git a/ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h b/src/ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h
index b19e6e1da..b19e6e1da 100644
--- a/ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h
+++ b/src/ml/dlib/dlib/bayes_utils/bayes_utils_abstract.h
diff --git a/ml/dlib/dlib/bigint.h b/src/ml/dlib/dlib/bigint.h
index 73496689a..73496689a 100644
--- a/ml/dlib/dlib/bigint.h
+++ b/src/ml/dlib/dlib/bigint.h
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_1.cpp b/src/ml/dlib/dlib/bigint/bigint_kernel_1.cpp
index feef761c2..feef761c2 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_1.cpp
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_1.cpp
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_1.h b/src/ml/dlib/dlib/bigint/bigint_kernel_1.h
index 3e7f3d851..3e7f3d851 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_1.h
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_1.h
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_2.cpp b/src/ml/dlib/dlib/bigint/bigint_kernel_2.cpp
index 005e080af..005e080af 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_2.cpp
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_2.cpp
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_2.h b/src/ml/dlib/dlib/bigint/bigint_kernel_2.h
index cbd8f895d..cbd8f895d 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_2.h
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_2.h
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_abstract.h b/src/ml/dlib/dlib/bigint/bigint_kernel_abstract.h
index 99a54520b..99a54520b 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_abstract.h
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_abstract.h
diff --git a/ml/dlib/dlib/bigint/bigint_kernel_c.h b/src/ml/dlib/dlib/bigint/bigint_kernel_c.h
index 954869a38..954869a38 100644
--- a/ml/dlib/dlib/bigint/bigint_kernel_c.h
+++ b/src/ml/dlib/dlib/bigint/bigint_kernel_c.h
diff --git a/ml/dlib/dlib/binary_search_tree.h b/src/ml/dlib/dlib/binary_search_tree.h
index 5273e8ce9..5273e8ce9 100644
--- a/ml/dlib/dlib/binary_search_tree.h
+++ b/src/ml/dlib/dlib/binary_search_tree.h
diff --git a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h
index 418eb07d0..418eb07d0 100644
--- a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h
+++ b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_1.h
diff --git a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h
index 098d38c2e..098d38c2e 100644
--- a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h
+++ b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_2.h
diff --git a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h
index 2abfe7e39..2abfe7e39 100644
--- a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h
+++ b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h
diff --git a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h
index 0dc153961..0dc153961 100644
--- a/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h
+++ b/src/ml/dlib/dlib/binary_search_tree/binary_search_tree_kernel_c.h
diff --git a/ml/dlib/dlib/bit_stream.h b/src/ml/dlib/dlib/bit_stream.h
index 8885f3515..8885f3515 100644
--- a/ml/dlib/dlib/bit_stream.h
+++ b/src/ml/dlib/dlib/bit_stream.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp
index f49db14d5..f49db14d5 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.cpp
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h
index 801e93e0a..801e93e0a 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_1.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h
index 00c2ae3b9..00c2ae3b9 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_abstract.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h
index 1d52bff20..1d52bff20 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_kernel_c.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_multi_1.h b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_1.h
index bf1cc0357..bf1cc0357 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_multi_1.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_1.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h
index 061af94f4..061af94f4 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_abstract.h
diff --git a/ml/dlib/dlib/bit_stream/bit_stream_multi_c.h b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_c.h
index de80c6328..de80c6328 100644
--- a/ml/dlib/dlib/bit_stream/bit_stream_multi_c.h
+++ b/src/ml/dlib/dlib/bit_stream/bit_stream_multi_c.h
diff --git a/ml/dlib/dlib/bits/c++config.h b/src/ml/dlib/dlib/bits/c++config.h
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/bits/c++config.h
+++ b/src/ml/dlib/dlib/bits/c++config.h
diff --git a/ml/dlib/dlib/bound_function_pointer.h b/src/ml/dlib/dlib/bound_function_pointer.h
index a482919c6..a482919c6 100644
--- a/ml/dlib/dlib/bound_function_pointer.h
+++ b/src/ml/dlib/dlib/bound_function_pointer.h
diff --git a/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h b/src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h
index a39592742..a39592742 100644
--- a/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h
+++ b/src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h
diff --git a/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h b/src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h
index b5356d6e0..b5356d6e0 100644
--- a/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h
diff --git a/ml/dlib/dlib/bridge.h b/src/ml/dlib/dlib/bridge.h
index 4b633c405..4b633c405 100644
--- a/ml/dlib/dlib/bridge.h
+++ b/src/ml/dlib/dlib/bridge.h
diff --git a/ml/dlib/dlib/bridge/bridge.h b/src/ml/dlib/dlib/bridge/bridge.h
index da4e0bd7e..da4e0bd7e 100644
--- a/ml/dlib/dlib/bridge/bridge.h
+++ b/src/ml/dlib/dlib/bridge/bridge.h
diff --git a/ml/dlib/dlib/bridge/bridge_abstract.h b/src/ml/dlib/dlib/bridge/bridge_abstract.h
index 76ed21153..76ed21153 100644
--- a/ml/dlib/dlib/bridge/bridge_abstract.h
+++ b/src/ml/dlib/dlib/bridge/bridge_abstract.h
diff --git a/ml/dlib/dlib/bsp.h b/src/ml/dlib/dlib/bsp.h
index 899b6a405..899b6a405 100644
--- a/ml/dlib/dlib/bsp.h
+++ b/src/ml/dlib/dlib/bsp.h
diff --git a/ml/dlib/dlib/bsp/bsp.cpp b/src/ml/dlib/dlib/bsp/bsp.cpp
index 32e23519e..32e23519e 100644
--- a/ml/dlib/dlib/bsp/bsp.cpp
+++ b/src/ml/dlib/dlib/bsp/bsp.cpp
diff --git a/ml/dlib/dlib/bsp/bsp.h b/src/ml/dlib/dlib/bsp/bsp.h
index f0732c153..f0732c153 100644
--- a/ml/dlib/dlib/bsp/bsp.h
+++ b/src/ml/dlib/dlib/bsp/bsp.h
diff --git a/ml/dlib/dlib/bsp/bsp_abstract.h b/src/ml/dlib/dlib/bsp/bsp_abstract.h
index b87f3a0c3..b87f3a0c3 100644
--- a/ml/dlib/dlib/bsp/bsp_abstract.h
+++ b/src/ml/dlib/dlib/bsp/bsp_abstract.h
diff --git a/ml/dlib/dlib/byte_orderer.h b/src/ml/dlib/dlib/byte_orderer.h
index bc8f6108d..bc8f6108d 100644
--- a/ml/dlib/dlib/byte_orderer.h
+++ b/src/ml/dlib/dlib/byte_orderer.h
diff --git a/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h b/src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h
index 9f8e8342f..9f8e8342f 100644
--- a/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h
+++ b/src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_1.h
diff --git a/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h b/src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h
index f7ea15103..f7ea15103 100644
--- a/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/byte_orderer/byte_orderer_kernel_abstract.h
diff --git a/ml/dlib/dlib/cassert b/src/ml/dlib/dlib/cassert
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/cassert
+++ b/src/ml/dlib/dlib/cassert
diff --git a/ml/dlib/dlib/clustering.h b/src/ml/dlib/dlib/clustering.h
index 3cbd6cfd4..3cbd6cfd4 100644
--- a/ml/dlib/dlib/clustering.h
+++ b/src/ml/dlib/dlib/clustering.h
diff --git a/ml/dlib/dlib/clustering/bottom_up_cluster.h b/src/ml/dlib/dlib/clustering/bottom_up_cluster.h
index f80b65108..f80b65108 100644
--- a/ml/dlib/dlib/clustering/bottom_up_cluster.h
+++ b/src/ml/dlib/dlib/clustering/bottom_up_cluster.h
diff --git a/ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h b/src/ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h
index 72d362c12..72d362c12 100644
--- a/ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h
+++ b/src/ml/dlib/dlib/clustering/bottom_up_cluster_abstract.h
diff --git a/ml/dlib/dlib/clustering/chinese_whispers.h b/src/ml/dlib/dlib/clustering/chinese_whispers.h
index 332cce1a0..332cce1a0 100644
--- a/ml/dlib/dlib/clustering/chinese_whispers.h
+++ b/src/ml/dlib/dlib/clustering/chinese_whispers.h
diff --git a/ml/dlib/dlib/clustering/chinese_whispers_abstract.h b/src/ml/dlib/dlib/clustering/chinese_whispers_abstract.h
index 7a184c6f9..7a184c6f9 100644
--- a/ml/dlib/dlib/clustering/chinese_whispers_abstract.h
+++ b/src/ml/dlib/dlib/clustering/chinese_whispers_abstract.h
diff --git a/ml/dlib/dlib/clustering/modularity_clustering.h b/src/ml/dlib/dlib/clustering/modularity_clustering.h
index 8b8a0b0a5..8b8a0b0a5 100644
--- a/ml/dlib/dlib/clustering/modularity_clustering.h
+++ b/src/ml/dlib/dlib/clustering/modularity_clustering.h
diff --git a/ml/dlib/dlib/clustering/modularity_clustering_abstract.h b/src/ml/dlib/dlib/clustering/modularity_clustering_abstract.h
index c1e7c20c4..c1e7c20c4 100644
--- a/ml/dlib/dlib/clustering/modularity_clustering_abstract.h
+++ b/src/ml/dlib/dlib/clustering/modularity_clustering_abstract.h
diff --git a/ml/dlib/dlib/clustering/spectral_cluster.h b/src/ml/dlib/dlib/clustering/spectral_cluster.h
index 2cac9870f..2cac9870f 100644
--- a/ml/dlib/dlib/clustering/spectral_cluster.h
+++ b/src/ml/dlib/dlib/clustering/spectral_cluster.h
diff --git a/ml/dlib/dlib/clustering/spectral_cluster_abstract.h b/src/ml/dlib/dlib/clustering/spectral_cluster_abstract.h
index 880ad80af..880ad80af 100644
--- a/ml/dlib/dlib/clustering/spectral_cluster_abstract.h
+++ b/src/ml/dlib/dlib/clustering/spectral_cluster_abstract.h
diff --git a/ml/dlib/dlib/cmake b/src/ml/dlib/dlib/cmake
index d3695b30e..d3695b30e 100644
--- a/ml/dlib/dlib/cmake
+++ b/src/ml/dlib/dlib/cmake
diff --git a/ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake b/src/ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake
index 5f3d83ce4..5f3d83ce4 100644
--- a/ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/add_global_compiler_switch.cmake
diff --git a/ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake b/src/ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake
index 0510707df..0510707df 100644
--- a/ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/check_if_neon_available.cmake
diff --git a/ml/dlib/dlib/cmake_utils/dlib.pc.in b/src/ml/dlib/dlib/cmake_utils/dlib.pc.in
index 188a673c3..188a673c3 100644
--- a/ml/dlib/dlib/cmake_utils/dlib.pc.in
+++ b/src/ml/dlib/dlib/cmake_utils/dlib.pc.in
diff --git a/ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in b/src/ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in
index df427e40e..df427e40e 100644
--- a/ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in
+++ b/src/ml/dlib/dlib/cmake_utils/dlibConfig.cmake.in
diff --git a/ml/dlib/dlib/cmake_utils/find_blas.cmake b/src/ml/dlib/dlib/cmake_utils/find_blas.cmake
index 24fca7123..24fca7123 100644
--- a/ml/dlib/dlib/cmake_utils/find_blas.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/find_blas.cmake
diff --git a/ml/dlib/dlib/cmake_utils/release_build_by_default b/src/ml/dlib/dlib/cmake_utils/release_build_by_default
index 1b0e95831..1b0e95831 100644
--- a/ml/dlib/dlib/cmake_utils/release_build_by_default
+++ b/src/ml/dlib/dlib/cmake_utils/release_build_by_default
diff --git a/ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake b/src/ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake
index dd8e3a7a5..dd8e3a7a5 100644
--- a/ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/set_compiler_specific_options.cmake
diff --git a/ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake b/src/ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake
index e5fb09129..e5fb09129 100644
--- a/ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt b/src/ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt
index bc6f02563..bc6f02563 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cpp11/CMakeLists.txt
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp b/src/ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp
index 6cc4f479b..6cc4f479b 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cpp11/cpp11_test.cpp
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt b/src/ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt
index 5f6af245e..5f6af245e 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cuda/CMakeLists.txt
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu b/src/ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu
index fb1ffe0da..fb1ffe0da 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cuda/cuda_test.cu
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt b/src/ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt
index 556088259..556088259 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cudnn/CMakeLists.txt
diff --git a/ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt b/src/ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt
index dd5f14e3f..dd5f14e3f 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_cudnn/find_cudnn.txt
diff --git a/ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt b/src/ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt
index 0b6eb6f28..0b6eb6f28 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_neon/CMakeLists.txt
diff --git a/ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp b/src/ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp
index a4abdbade..a4abdbade 100644
--- a/ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp
+++ b/src/ml/dlib/dlib/cmake_utils/test_for_neon/neon_test.cpp
diff --git a/ml/dlib/dlib/cmake_utils/use_cpp_11.cmake b/src/ml/dlib/dlib/cmake_utils/use_cpp_11.cmake
index e49e30f2a..e49e30f2a 100644
--- a/ml/dlib/dlib/cmake_utils/use_cpp_11.cmake
+++ b/src/ml/dlib/dlib/cmake_utils/use_cpp_11.cmake
diff --git a/ml/dlib/dlib/cmd_line_parser.h b/src/ml/dlib/dlib/cmd_line_parser.h
index fd1148038..fd1148038 100644
--- a/ml/dlib/dlib/cmd_line_parser.h
+++ b/src/ml/dlib/dlib/cmd_line_parser.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h
index 1736b4b56..1736b4b56 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_1.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h
index 7ff858e89..7ff858e89 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_check_c.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h
index 68ea5a135..68ea5a135 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h
index 8461ffb26..8461ffb26 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h
index e80543018..e80543018 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h
diff --git a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h
index 3f52c842f..3f52c842f 100644
--- a/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/cmd_line_parser_print_1.h
diff --git a/ml/dlib/dlib/cmd_line_parser/get_option.h b/src/ml/dlib/dlib/cmd_line_parser/get_option.h
index 2c8d1644f..2c8d1644f 100644
--- a/ml/dlib/dlib/cmd_line_parser/get_option.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/get_option.h
diff --git a/ml/dlib/dlib/cmd_line_parser/get_option_abstract.h b/src/ml/dlib/dlib/cmd_line_parser/get_option_abstract.h
index 90dc16721..90dc16721 100644
--- a/ml/dlib/dlib/cmd_line_parser/get_option_abstract.h
+++ b/src/ml/dlib/dlib/cmd_line_parser/get_option_abstract.h
diff --git a/ml/dlib/dlib/compress_stream.h b/src/ml/dlib/dlib/compress_stream.h
index 8ccc1d52f..8ccc1d52f 100644
--- a/ml/dlib/dlib/compress_stream.h
+++ b/src/ml/dlib/dlib/compress_stream.h
diff --git a/ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h
index 1a75ec6ce..1a75ec6ce 100644
--- a/ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h
+++ b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_1.h
diff --git a/ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h
index e46b23fad..e46b23fad 100644
--- a/ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h
+++ b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_2.h
diff --git a/ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h
index ed4eee290..ed4eee290 100644
--- a/ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h
+++ b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_3.h
diff --git a/ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h
index 48f46d9e1..48f46d9e1 100644
--- a/ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h
+++ b/src/ml/dlib/dlib/compress_stream/compress_stream_kernel_abstract.h
diff --git a/ml/dlib/dlib/conditioning_class.h b/src/ml/dlib/dlib/conditioning_class.h
index 409b98716..409b98716 100644
--- a/ml/dlib/dlib/conditioning_class.h
+++ b/src/ml/dlib/dlib/conditioning_class.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h
index d26d80244..d26d80244 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_1.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h
index c9b38c8e3..c9b38c8e3 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_2.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h
index b6de48555..b6de48555 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_3.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h
index cb48ac196..cb48ac196 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_4.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h
index 411aea566..411aea566 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_abstract.h
diff --git a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h
index 964240be8..964240be8 100644
--- a/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h
+++ b/src/ml/dlib/dlib/conditioning_class/conditioning_class_kernel_c.h
diff --git a/ml/dlib/dlib/config.h b/src/ml/dlib/dlib/config.h
index a48ac415f..a48ac415f 100644
--- a/ml/dlib/dlib/config.h
+++ b/src/ml/dlib/dlib/config.h
diff --git a/ml/dlib/dlib/config.h.in b/src/ml/dlib/dlib/config.h.in
index 27dff2b27..27dff2b27 100644
--- a/ml/dlib/dlib/config.h.in
+++ b/src/ml/dlib/dlib/config.h.in
diff --git a/ml/dlib/dlib/config_reader.h b/src/ml/dlib/dlib/config_reader.h
index d140a310c..d140a310c 100644
--- a/ml/dlib/dlib/config_reader.h
+++ b/src/ml/dlib/dlib/config_reader.h
diff --git a/ml/dlib/dlib/config_reader/config_reader_kernel_1.h b/src/ml/dlib/dlib/config_reader/config_reader_kernel_1.h
index c0f9e5a71..c0f9e5a71 100644
--- a/ml/dlib/dlib/config_reader/config_reader_kernel_1.h
+++ b/src/ml/dlib/dlib/config_reader/config_reader_kernel_1.h
diff --git a/ml/dlib/dlib/config_reader/config_reader_kernel_abstract.h b/src/ml/dlib/dlib/config_reader/config_reader_kernel_abstract.h
index e8c44c2b2..e8c44c2b2 100644
--- a/ml/dlib/dlib/config_reader/config_reader_kernel_abstract.h
+++ b/src/ml/dlib/dlib/config_reader/config_reader_kernel_abstract.h
diff --git a/ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h b/src/ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h
index 1ad250c99..1ad250c99 100644
--- a/ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h
+++ b/src/ml/dlib/dlib/config_reader/config_reader_thread_safe_1.h
diff --git a/ml/dlib/dlib/config_reader/config_reader_thread_safe_abstract.h b/src/ml/dlib/dlib/config_reader/config_reader_thread_safe_abstract.h
index 25bcbae4a..25bcbae4a 100644
--- a/ml/dlib/dlib/config_reader/config_reader_thread_safe_abstract.h
+++ b/src/ml/dlib/dlib/config_reader/config_reader_thread_safe_abstract.h
diff --git a/ml/dlib/dlib/console_progress_indicator.h b/src/ml/dlib/dlib/console_progress_indicator.h
index 8f04aa533..8f04aa533 100644
--- a/ml/dlib/dlib/console_progress_indicator.h
+++ b/src/ml/dlib/dlib/console_progress_indicator.h
diff --git a/ml/dlib/dlib/control.h b/src/ml/dlib/dlib/control.h
index 85d00817d..85d00817d 100644
--- a/ml/dlib/dlib/control.h
+++ b/src/ml/dlib/dlib/control.h
diff --git a/ml/dlib/dlib/control/approximate_linear_models.h b/src/ml/dlib/dlib/control/approximate_linear_models.h
index 9732d71e9..9732d71e9 100644
--- a/ml/dlib/dlib/control/approximate_linear_models.h
+++ b/src/ml/dlib/dlib/control/approximate_linear_models.h
diff --git a/ml/dlib/dlib/control/approximate_linear_models_abstract.h b/src/ml/dlib/dlib/control/approximate_linear_models_abstract.h
index 59dac4276..59dac4276 100644
--- a/ml/dlib/dlib/control/approximate_linear_models_abstract.h
+++ b/src/ml/dlib/dlib/control/approximate_linear_models_abstract.h
diff --git a/ml/dlib/dlib/control/lspi.h b/src/ml/dlib/dlib/control/lspi.h
index b21a501d2..b21a501d2 100644
--- a/ml/dlib/dlib/control/lspi.h
+++ b/src/ml/dlib/dlib/control/lspi.h
diff --git a/ml/dlib/dlib/control/lspi_abstract.h b/src/ml/dlib/dlib/control/lspi_abstract.h
index f262d16f4..f262d16f4 100644
--- a/ml/dlib/dlib/control/lspi_abstract.h
+++ b/src/ml/dlib/dlib/control/lspi_abstract.h
diff --git a/ml/dlib/dlib/control/mpc.h b/src/ml/dlib/dlib/control/mpc.h
index 48ef2b72d..48ef2b72d 100644
--- a/ml/dlib/dlib/control/mpc.h
+++ b/src/ml/dlib/dlib/control/mpc.h
diff --git a/ml/dlib/dlib/control/mpc_abstract.h b/src/ml/dlib/dlib/control/mpc_abstract.h
index b4421c076..b4421c076 100644
--- a/ml/dlib/dlib/control/mpc_abstract.h
+++ b/src/ml/dlib/dlib/control/mpc_abstract.h
diff --git a/ml/dlib/dlib/cpp_pretty_printer.h b/src/ml/dlib/dlib/cpp_pretty_printer.h
index 5315559ba..5315559ba 100644
--- a/ml/dlib/dlib/cpp_pretty_printer.h
+++ b/src/ml/dlib/dlib/cpp_pretty_printer.h
diff --git a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h
index 668d5049d..668d5049d 100644
--- a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h
+++ b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h
diff --git a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h
index 5ac894b33..5ac894b33 100644
--- a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h
+++ b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h
diff --git a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h
index 7d572d4fd..7d572d4fd 100644
--- a/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h
diff --git a/ml/dlib/dlib/cpp_tokenizer.h b/src/ml/dlib/dlib/cpp_tokenizer.h
index 676ad7a52..676ad7a52 100644
--- a/ml/dlib/dlib/cpp_tokenizer.h
+++ b/src/ml/dlib/dlib/cpp_tokenizer.h
diff --git a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_1.h b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_1.h
index 8a244faa7..8a244faa7 100644
--- a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_1.h
+++ b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_1.h
diff --git a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_abstract.h b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_abstract.h
index e7ac23284..e7ac23284 100644
--- a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_abstract.h
diff --git a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_c.h b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_c.h
index 0073a5680..0073a5680 100644
--- a/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_c.h
+++ b/src/ml/dlib/dlib/cpp_tokenizer/cpp_tokenizer_kernel_c.h
diff --git a/ml/dlib/dlib/crc32.h b/src/ml/dlib/dlib/crc32.h
index 004aaeba4..004aaeba4 100644
--- a/ml/dlib/dlib/crc32.h
+++ b/src/ml/dlib/dlib/crc32.h
diff --git a/ml/dlib/dlib/crc32/crc32_kernel_1.h b/src/ml/dlib/dlib/crc32/crc32_kernel_1.h
index 4c679d2f2..4c679d2f2 100644
--- a/ml/dlib/dlib/crc32/crc32_kernel_1.h
+++ b/src/ml/dlib/dlib/crc32/crc32_kernel_1.h
diff --git a/ml/dlib/dlib/crc32/crc32_kernel_abstract.h b/src/ml/dlib/dlib/crc32/crc32_kernel_abstract.h
index 76da49fbc..76da49fbc 100644
--- a/ml/dlib/dlib/crc32/crc32_kernel_abstract.h
+++ b/src/ml/dlib/dlib/crc32/crc32_kernel_abstract.h
diff --git a/ml/dlib/dlib/cstring b/src/ml/dlib/dlib/cstring
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/cstring
+++ b/src/ml/dlib/dlib/cstring
diff --git a/ml/dlib/dlib/data_io.h b/src/ml/dlib/dlib/data_io.h
index 845e95f40..845e95f40 100644
--- a/ml/dlib/dlib/data_io.h
+++ b/src/ml/dlib/dlib/data_io.h
diff --git a/ml/dlib/dlib/data_io/image_dataset_metadata.cpp b/src/ml/dlib/dlib/data_io/image_dataset_metadata.cpp
index 390ef6a0a..390ef6a0a 100644
--- a/ml/dlib/dlib/data_io/image_dataset_metadata.cpp
+++ b/src/ml/dlib/dlib/data_io/image_dataset_metadata.cpp
diff --git a/ml/dlib/dlib/data_io/image_dataset_metadata.h b/src/ml/dlib/dlib/data_io/image_dataset_metadata.h
index 3dac29ba6..3dac29ba6 100644
--- a/ml/dlib/dlib/data_io/image_dataset_metadata.h
+++ b/src/ml/dlib/dlib/data_io/image_dataset_metadata.h
diff --git a/ml/dlib/dlib/data_io/libsvm_io.h b/src/ml/dlib/dlib/data_io/libsvm_io.h
index f365e82d7..f365e82d7 100644
--- a/ml/dlib/dlib/data_io/libsvm_io.h
+++ b/src/ml/dlib/dlib/data_io/libsvm_io.h
diff --git a/ml/dlib/dlib/data_io/libsvm_io_abstract.h b/src/ml/dlib/dlib/data_io/libsvm_io_abstract.h
index 88d934fdb..88d934fdb 100644
--- a/ml/dlib/dlib/data_io/libsvm_io_abstract.h
+++ b/src/ml/dlib/dlib/data_io/libsvm_io_abstract.h
diff --git a/ml/dlib/dlib/data_io/load_image_dataset.h b/src/ml/dlib/dlib/data_io/load_image_dataset.h
index 5664d96b2..5664d96b2 100644
--- a/ml/dlib/dlib/data_io/load_image_dataset.h
+++ b/src/ml/dlib/dlib/data_io/load_image_dataset.h
diff --git a/ml/dlib/dlib/data_io/load_image_dataset_abstract.h b/src/ml/dlib/dlib/data_io/load_image_dataset_abstract.h
index b06252098..b06252098 100644
--- a/ml/dlib/dlib/data_io/load_image_dataset_abstract.h
+++ b/src/ml/dlib/dlib/data_io/load_image_dataset_abstract.h
diff --git a/ml/dlib/dlib/data_io/mnist.cpp b/src/ml/dlib/dlib/data_io/mnist.cpp
index d6a62fb67..d6a62fb67 100644
--- a/ml/dlib/dlib/data_io/mnist.cpp
+++ b/src/ml/dlib/dlib/data_io/mnist.cpp
diff --git a/ml/dlib/dlib/data_io/mnist.h b/src/ml/dlib/dlib/data_io/mnist.h
index e71be6f2b..e71be6f2b 100644
--- a/ml/dlib/dlib/data_io/mnist.h
+++ b/src/ml/dlib/dlib/data_io/mnist.h
diff --git a/ml/dlib/dlib/data_io/mnist_abstract.h b/src/ml/dlib/dlib/data_io/mnist_abstract.h
index 09121633e..09121633e 100644
--- a/ml/dlib/dlib/data_io/mnist_abstract.h
+++ b/src/ml/dlib/dlib/data_io/mnist_abstract.h
diff --git a/ml/dlib/dlib/dir_nav.h b/src/ml/dlib/dlib/dir_nav.h
index c5956615d..c5956615d 100644
--- a/ml/dlib/dlib/dir_nav.h
+++ b/src/ml/dlib/dlib/dir_nav.h
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_extensions.cpp b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions.cpp
index db05e4cc4..db05e4cc4 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_extensions.cpp
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions.cpp
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_extensions.h b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions.h
index 93dde1159..93dde1159 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_extensions.h
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions.h
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_extensions_abstract.h b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions_abstract.h
index 4aa6cc4f2..4aa6cc4f2 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_extensions_abstract.h
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_extensions_abstract.h
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.cpp b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.cpp
index 9891d5dff..9891d5dff 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.cpp
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.cpp
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.h b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.h
index a31f689de..a31f689de 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.h
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_1.h
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.cpp b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.cpp
index be97b984c..be97b984c 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.cpp
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.cpp
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.h b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.h
index af2f3d5dc..af2f3d5dc 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.h
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_2.h
diff --git a/ml/dlib/dlib/dir_nav/dir_nav_kernel_abstract.h b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_abstract.h
index 53254ee03..53254ee03 100644
--- a/ml/dlib/dlib/dir_nav/dir_nav_kernel_abstract.h
+++ b/src/ml/dlib/dlib/dir_nav/dir_nav_kernel_abstract.h
diff --git a/ml/dlib/dlib/dir_nav/posix.h b/src/ml/dlib/dlib/dir_nav/posix.h
index 8d499064f..8d499064f 100644
--- a/ml/dlib/dlib/dir_nav/posix.h
+++ b/src/ml/dlib/dlib/dir_nav/posix.h
diff --git a/ml/dlib/dlib/dir_nav/windows.h b/src/ml/dlib/dlib/dir_nav/windows.h
index b0f1e1bf5..b0f1e1bf5 100644
--- a/ml/dlib/dlib/dir_nav/windows.h
+++ b/src/ml/dlib/dlib/dir_nav/windows.h
diff --git a/ml/dlib/dlib/directed_graph.h b/src/ml/dlib/dlib/directed_graph.h
index a452521dc..a452521dc 100644
--- a/ml/dlib/dlib/directed_graph.h
+++ b/src/ml/dlib/dlib/directed_graph.h
diff --git a/ml/dlib/dlib/directed_graph/directed_graph_kernel_1.h b/src/ml/dlib/dlib/directed_graph/directed_graph_kernel_1.h
index b0cc6a2c2..b0cc6a2c2 100644
--- a/ml/dlib/dlib/directed_graph/directed_graph_kernel_1.h
+++ b/src/ml/dlib/dlib/directed_graph/directed_graph_kernel_1.h
diff --git a/ml/dlib/dlib/directed_graph/directed_graph_kernel_abstract.h b/src/ml/dlib/dlib/directed_graph/directed_graph_kernel_abstract.h
index 70dd66efd..70dd66efd 100644
--- a/ml/dlib/dlib/directed_graph/directed_graph_kernel_abstract.h
+++ b/src/ml/dlib/dlib/directed_graph/directed_graph_kernel_abstract.h
diff --git a/ml/dlib/dlib/disjoint_subsets.h b/src/ml/dlib/dlib/disjoint_subsets.h
index d33ef63f4..d33ef63f4 100644
--- a/ml/dlib/dlib/disjoint_subsets.h
+++ b/src/ml/dlib/dlib/disjoint_subsets.h
diff --git a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets.h b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets.h
index 7fab9eba3..7fab9eba3 100644
--- a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets.h
+++ b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets.h
diff --git a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_abstract.h b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_abstract.h
index bd67d0d5c..bd67d0d5c 100644
--- a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_abstract.h
+++ b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_abstract.h
diff --git a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized.h b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized.h
index 9aa657f43..9aa657f43 100644
--- a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized.h
+++ b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized.h
diff --git a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized_abstract.h b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized_abstract.h
index ecc5ef005..ecc5ef005 100644
--- a/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized_abstract.h
+++ b/src/ml/dlib/dlib/disjoint_subsets/disjoint_subsets_sized_abstract.h
diff --git a/ml/dlib/dlib/dlib_basic_cpp_build_tutorial.txt b/src/ml/dlib/dlib/dlib_basic_cpp_build_tutorial.txt
index fa1a970ab..fa1a970ab 100644
--- a/ml/dlib/dlib/dlib_basic_cpp_build_tutorial.txt
+++ b/src/ml/dlib/dlib/dlib_basic_cpp_build_tutorial.txt
diff --git a/ml/dlib/dlib/dlib_include_path_tutorial.txt b/src/ml/dlib/dlib/dlib_include_path_tutorial.txt
index f279ce103..f279ce103 100644
--- a/ml/dlib/dlib/dlib_include_path_tutorial.txt
+++ b/src/ml/dlib/dlib/dlib_include_path_tutorial.txt
diff --git a/ml/dlib/dlib/dnn.h b/src/ml/dlib/dlib/dnn.h
index db59948fb..db59948fb 100644
--- a/ml/dlib/dlib/dnn.h
+++ b/src/ml/dlib/dlib/dnn.h
diff --git a/ml/dlib/dlib/dnn/core.h b/src/ml/dlib/dlib/dnn/core.h
index 5f1d05498..5f1d05498 100644
--- a/ml/dlib/dlib/dnn/core.h
+++ b/src/ml/dlib/dlib/dnn/core.h
diff --git a/ml/dlib/dlib/dnn/core_abstract.h b/src/ml/dlib/dlib/dnn/core_abstract.h
index db168a88b..db168a88b 100644
--- a/ml/dlib/dlib/dnn/core_abstract.h
+++ b/src/ml/dlib/dlib/dnn/core_abstract.h
diff --git a/ml/dlib/dlib/dnn/cpu_dlib.cpp b/src/ml/dlib/dlib/dnn/cpu_dlib.cpp
index ed5661102..ed5661102 100644
--- a/ml/dlib/dlib/dnn/cpu_dlib.cpp
+++ b/src/ml/dlib/dlib/dnn/cpu_dlib.cpp
diff --git a/ml/dlib/dlib/dnn/cpu_dlib.h b/src/ml/dlib/dlib/dnn/cpu_dlib.h
index 330df01a2..330df01a2 100644
--- a/ml/dlib/dlib/dnn/cpu_dlib.h
+++ b/src/ml/dlib/dlib/dnn/cpu_dlib.h
diff --git a/ml/dlib/dlib/dnn/cublas_dlibapi.cpp b/src/ml/dlib/dlib/dnn/cublas_dlibapi.cpp
index 376cc9f00..376cc9f00 100644
--- a/ml/dlib/dlib/dnn/cublas_dlibapi.cpp
+++ b/src/ml/dlib/dlib/dnn/cublas_dlibapi.cpp
diff --git a/ml/dlib/dlib/dnn/cublas_dlibapi.h b/src/ml/dlib/dlib/dnn/cublas_dlibapi.h
index b46fd25ca..b46fd25ca 100644
--- a/ml/dlib/dlib/dnn/cublas_dlibapi.h
+++ b/src/ml/dlib/dlib/dnn/cublas_dlibapi.h
diff --git a/ml/dlib/dlib/dnn/cuda_data_ptr.cpp b/src/ml/dlib/dlib/dnn/cuda_data_ptr.cpp
index 8abce0695..8abce0695 100644
--- a/ml/dlib/dlib/dnn/cuda_data_ptr.cpp
+++ b/src/ml/dlib/dlib/dnn/cuda_data_ptr.cpp
diff --git a/ml/dlib/dlib/dnn/cuda_data_ptr.h b/src/ml/dlib/dlib/dnn/cuda_data_ptr.h
index 7eca608a0..7eca608a0 100644
--- a/ml/dlib/dlib/dnn/cuda_data_ptr.h
+++ b/src/ml/dlib/dlib/dnn/cuda_data_ptr.h
diff --git a/ml/dlib/dlib/dnn/cuda_dlib.cu b/src/ml/dlib/dlib/dnn/cuda_dlib.cu
index 6c37593f1..6c37593f1 100644
--- a/ml/dlib/dlib/dnn/cuda_dlib.cu
+++ b/src/ml/dlib/dlib/dnn/cuda_dlib.cu
diff --git a/ml/dlib/dlib/dnn/cuda_dlib.h b/src/ml/dlib/dlib/dnn/cuda_dlib.h
index 3a057ffc4..3a057ffc4 100644
--- a/ml/dlib/dlib/dnn/cuda_dlib.h
+++ b/src/ml/dlib/dlib/dnn/cuda_dlib.h
diff --git a/ml/dlib/dlib/dnn/cuda_errors.h b/src/ml/dlib/dlib/dnn/cuda_errors.h
index fd28693c2..fd28693c2 100644
--- a/ml/dlib/dlib/dnn/cuda_errors.h
+++ b/src/ml/dlib/dlib/dnn/cuda_errors.h
diff --git a/ml/dlib/dlib/dnn/cuda_utils.h b/src/ml/dlib/dlib/dnn/cuda_utils.h
index 673a4e8ad..673a4e8ad 100644
--- a/ml/dlib/dlib/dnn/cuda_utils.h
+++ b/src/ml/dlib/dlib/dnn/cuda_utils.h
diff --git a/ml/dlib/dlib/dnn/cudnn_dlibapi.cpp b/src/ml/dlib/dlib/dnn/cudnn_dlibapi.cpp
index 6926561f1..6926561f1 100644
--- a/ml/dlib/dlib/dnn/cudnn_dlibapi.cpp
+++ b/src/ml/dlib/dlib/dnn/cudnn_dlibapi.cpp
diff --git a/ml/dlib/dlib/dnn/cudnn_dlibapi.h b/src/ml/dlib/dlib/dnn/cudnn_dlibapi.h
index e9ffe5f6d..e9ffe5f6d 100644
--- a/ml/dlib/dlib/dnn/cudnn_dlibapi.h
+++ b/src/ml/dlib/dlib/dnn/cudnn_dlibapi.h
diff --git a/ml/dlib/dlib/dnn/curand_dlibapi.cpp b/src/ml/dlib/dlib/dnn/curand_dlibapi.cpp
index 67828e664..67828e664 100644
--- a/ml/dlib/dlib/dnn/curand_dlibapi.cpp
+++ b/src/ml/dlib/dlib/dnn/curand_dlibapi.cpp
diff --git a/ml/dlib/dlib/dnn/curand_dlibapi.h b/src/ml/dlib/dlib/dnn/curand_dlibapi.h
index cd51fecee..cd51fecee 100644
--- a/ml/dlib/dlib/dnn/curand_dlibapi.h
+++ b/src/ml/dlib/dlib/dnn/curand_dlibapi.h
diff --git a/ml/dlib/dlib/dnn/cusolver_dlibapi.cu b/src/ml/dlib/dlib/dnn/cusolver_dlibapi.cu
index 942613134..942613134 100644
--- a/ml/dlib/dlib/dnn/cusolver_dlibapi.cu
+++ b/src/ml/dlib/dlib/dnn/cusolver_dlibapi.cu
diff --git a/ml/dlib/dlib/dnn/cusolver_dlibapi.h b/src/ml/dlib/dlib/dnn/cusolver_dlibapi.h
index e5c77c151..e5c77c151 100644
--- a/ml/dlib/dlib/dnn/cusolver_dlibapi.h
+++ b/src/ml/dlib/dlib/dnn/cusolver_dlibapi.h
diff --git a/ml/dlib/dlib/dnn/gpu_data.cpp b/src/ml/dlib/dlib/dnn/gpu_data.cpp
index 6e7cec6be..6e7cec6be 100644
--- a/ml/dlib/dlib/dnn/gpu_data.cpp
+++ b/src/ml/dlib/dlib/dnn/gpu_data.cpp
diff --git a/ml/dlib/dlib/dnn/gpu_data.h b/src/ml/dlib/dlib/dnn/gpu_data.h
index 022a05f71..022a05f71 100644
--- a/ml/dlib/dlib/dnn/gpu_data.h
+++ b/src/ml/dlib/dlib/dnn/gpu_data.h
diff --git a/ml/dlib/dlib/dnn/gpu_data_abstract.h b/src/ml/dlib/dlib/dnn/gpu_data_abstract.h
index f2423dee1..f2423dee1 100644
--- a/ml/dlib/dlib/dnn/gpu_data_abstract.h
+++ b/src/ml/dlib/dlib/dnn/gpu_data_abstract.h
diff --git a/ml/dlib/dlib/dnn/input.h b/src/ml/dlib/dlib/dnn/input.h
index 3b5c954e6..3b5c954e6 100644
--- a/ml/dlib/dlib/dnn/input.h
+++ b/src/ml/dlib/dlib/dnn/input.h
diff --git a/ml/dlib/dlib/dnn/input_abstract.h b/src/ml/dlib/dlib/dnn/input_abstract.h
index 7130efb17..7130efb17 100644
--- a/ml/dlib/dlib/dnn/input_abstract.h
+++ b/src/ml/dlib/dlib/dnn/input_abstract.h
diff --git a/ml/dlib/dlib/dnn/layers.h b/src/ml/dlib/dlib/dnn/layers.h
index 91436f635..91436f635 100644
--- a/ml/dlib/dlib/dnn/layers.h
+++ b/src/ml/dlib/dlib/dnn/layers.h
diff --git a/ml/dlib/dlib/dnn/layers_abstract.h b/src/ml/dlib/dlib/dnn/layers_abstract.h
index f07025ff8..f07025ff8 100644
--- a/ml/dlib/dlib/dnn/layers_abstract.h
+++ b/src/ml/dlib/dlib/dnn/layers_abstract.h
diff --git a/ml/dlib/dlib/dnn/loss.h b/src/ml/dlib/dlib/dnn/loss.h
index 1b09b85c3..1b09b85c3 100644
--- a/ml/dlib/dlib/dnn/loss.h
+++ b/src/ml/dlib/dlib/dnn/loss.h
diff --git a/ml/dlib/dlib/dnn/loss_abstract.h b/src/ml/dlib/dlib/dnn/loss_abstract.h
index 0dd043677..0dd043677 100644
--- a/ml/dlib/dlib/dnn/loss_abstract.h
+++ b/src/ml/dlib/dlib/dnn/loss_abstract.h
diff --git a/ml/dlib/dlib/dnn/solvers.h b/src/ml/dlib/dlib/dnn/solvers.h
index 204541a7e..204541a7e 100644
--- a/ml/dlib/dlib/dnn/solvers.h
+++ b/src/ml/dlib/dlib/dnn/solvers.h
diff --git a/ml/dlib/dlib/dnn/solvers_abstract.h b/src/ml/dlib/dlib/dnn/solvers_abstract.h
index d10ef163a..d10ef163a 100644
--- a/ml/dlib/dlib/dnn/solvers_abstract.h
+++ b/src/ml/dlib/dlib/dnn/solvers_abstract.h
diff --git a/ml/dlib/dlib/dnn/tensor.h b/src/ml/dlib/dlib/dnn/tensor.h
index 8039fe666..8039fe666 100644
--- a/ml/dlib/dlib/dnn/tensor.h
+++ b/src/ml/dlib/dlib/dnn/tensor.h
diff --git a/ml/dlib/dlib/dnn/tensor_abstract.h b/src/ml/dlib/dlib/dnn/tensor_abstract.h
index 73a9fff77..73a9fff77 100644
--- a/ml/dlib/dlib/dnn/tensor_abstract.h
+++ b/src/ml/dlib/dlib/dnn/tensor_abstract.h
diff --git a/ml/dlib/dlib/dnn/tensor_tools.cpp b/src/ml/dlib/dlib/dnn/tensor_tools.cpp
index c0f7fd69d..c0f7fd69d 100644
--- a/ml/dlib/dlib/dnn/tensor_tools.cpp
+++ b/src/ml/dlib/dlib/dnn/tensor_tools.cpp
diff --git a/ml/dlib/dlib/dnn/tensor_tools.h b/src/ml/dlib/dlib/dnn/tensor_tools.h
index 9ba3154e5..9ba3154e5 100644
--- a/ml/dlib/dlib/dnn/tensor_tools.h
+++ b/src/ml/dlib/dlib/dnn/tensor_tools.h
diff --git a/ml/dlib/dlib/dnn/trainer.h b/src/ml/dlib/dlib/dnn/trainer.h
index 7cb2bf5e5..7cb2bf5e5 100644
--- a/ml/dlib/dlib/dnn/trainer.h
+++ b/src/ml/dlib/dlib/dnn/trainer.h
diff --git a/ml/dlib/dlib/dnn/trainer_abstract.h b/src/ml/dlib/dlib/dnn/trainer_abstract.h
index 3bfb6dc99..3bfb6dc99 100644
--- a/ml/dlib/dlib/dnn/trainer_abstract.h
+++ b/src/ml/dlib/dlib/dnn/trainer_abstract.h
diff --git a/ml/dlib/dlib/dnn/utilities.h b/src/ml/dlib/dlib/dnn/utilities.h
index 976128c81..976128c81 100644
--- a/ml/dlib/dlib/dnn/utilities.h
+++ b/src/ml/dlib/dlib/dnn/utilities.h
diff --git a/ml/dlib/dlib/dnn/utilities_abstract.h b/src/ml/dlib/dlib/dnn/utilities_abstract.h
index 2a9a3d3fc..2a9a3d3fc 100644
--- a/ml/dlib/dlib/dnn/utilities_abstract.h
+++ b/src/ml/dlib/dlib/dnn/utilities_abstract.h
diff --git a/ml/dlib/dlib/dnn/validation.h b/src/ml/dlib/dlib/dnn/validation.h
index c65cb4526..c65cb4526 100644
--- a/ml/dlib/dlib/dnn/validation.h
+++ b/src/ml/dlib/dlib/dnn/validation.h
diff --git a/ml/dlib/dlib/enable_if.h b/src/ml/dlib/dlib/enable_if.h
index f081dea6d..f081dea6d 100644
--- a/ml/dlib/dlib/enable_if.h
+++ b/src/ml/dlib/dlib/enable_if.h
diff --git a/ml/dlib/dlib/entropy_decoder.h b/src/ml/dlib/dlib/entropy_decoder.h
index 345dffa8c..345dffa8c 100644
--- a/ml/dlib/dlib/entropy_decoder.h
+++ b/src/ml/dlib/dlib/entropy_decoder.h
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.cpp b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.cpp
index 82c583634..82c583634 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.cpp
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.cpp
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.h b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.h
index daf6d11ec..daf6d11ec 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.h
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_1.h
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.cpp b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.cpp
index 5b986273e..5b986273e 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.cpp
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.cpp
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.h b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.h
index 7284cec3c..7284cec3c 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.h
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_2.h
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_abstract.h b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_abstract.h
index 89906b9ae..89906b9ae 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_abstract.h
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_abstract.h
diff --git a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_c.h b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_c.h
index 4b94791f3..4b94791f3 100644
--- a/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_c.h
+++ b/src/ml/dlib/dlib/entropy_decoder/entropy_decoder_kernel_c.h
diff --git a/ml/dlib/dlib/entropy_decoder_model.h b/src/ml/dlib/dlib/entropy_decoder_model.h
index d898161aa..d898161aa 100644
--- a/ml/dlib/dlib/entropy_decoder_model.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_1.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_1.h
index a0a94c948..a0a94c948 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_1.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_1.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_2.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_2.h
index 6841db391..6841db391 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_2.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_2.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_3.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_3.h
index c55c09e85..c55c09e85 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_3.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_3.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_4.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_4.h
index dcbfef6a0..dcbfef6a0 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_4.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_4.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_5.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_5.h
index 9253e950b..9253e950b 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_5.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_5.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_6.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_6.h
index dc23f10eb..dc23f10eb 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_6.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_6.h
diff --git a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_abstract.h b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_abstract.h
index 5b2deabd7..5b2deabd7 100644
--- a/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_abstract.h
+++ b/src/ml/dlib/dlib/entropy_decoder_model/entropy_decoder_model_kernel_abstract.h
diff --git a/ml/dlib/dlib/entropy_encoder.h b/src/ml/dlib/dlib/entropy_encoder.h
index 5afda1976..5afda1976 100644
--- a/ml/dlib/dlib/entropy_encoder.h
+++ b/src/ml/dlib/dlib/entropy_encoder.h
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.cpp b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.cpp
index effcf3123..effcf3123 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.cpp
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.cpp
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.h b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.h
index ccaaf9824..ccaaf9824 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.h
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_1.h
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.cpp b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.cpp
index 4f64a6155..4f64a6155 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.cpp
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.cpp
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.h b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.h
index 71a7503c6..71a7503c6 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.h
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_2.h
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_abstract.h b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_abstract.h
index 48af93307..48af93307 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_abstract.h
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_abstract.h
diff --git a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_c.h b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_c.h
index f11241ecc..f11241ecc 100644
--- a/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_c.h
+++ b/src/ml/dlib/dlib/entropy_encoder/entropy_encoder_kernel_c.h
diff --git a/ml/dlib/dlib/entropy_encoder_model.h b/src/ml/dlib/dlib/entropy_encoder_model.h
index 465377e97..465377e97 100644
--- a/ml/dlib/dlib/entropy_encoder_model.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_1.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_1.h
index 29c82e5be..29c82e5be 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_1.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_1.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_2.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_2.h
index 08a16cae0..08a16cae0 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_2.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_2.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_3.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_3.h
index 0df28f201..0df28f201 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_3.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_3.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_4.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_4.h
index 0e5ae46d3..0e5ae46d3 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_4.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_4.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_5.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_5.h
index 6c0c30426..6c0c30426 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_5.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_5.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_6.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_6.h
index 2199bfbe4..2199bfbe4 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_6.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_6.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_abstract.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_abstract.h
index fb5f01bc7..fb5f01bc7 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_abstract.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_abstract.h
diff --git a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_c.h b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_c.h
index 4637ddd1e..4637ddd1e 100644
--- a/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_c.h
+++ b/src/ml/dlib/dlib/entropy_encoder_model/entropy_encoder_model_kernel_c.h
diff --git a/ml/dlib/dlib/error.h b/src/ml/dlib/dlib/error.h
index ce9b95b1a..ce9b95b1a 100644
--- a/ml/dlib/dlib/error.h
+++ b/src/ml/dlib/dlib/error.h
diff --git a/ml/dlib/dlib/external/cblas/CMakeLists.txt b/src/ml/dlib/dlib/external/cblas/CMakeLists.txt
index 0d800ae13..0d800ae13 100644
--- a/ml/dlib/dlib/external/cblas/CMakeLists.txt
+++ b/src/ml/dlib/dlib/external/cblas/CMakeLists.txt
diff --git a/ml/dlib/dlib/external/cblas/README b/src/ml/dlib/dlib/external/cblas/README
index a89feaffe..a89feaffe 100644
--- a/ml/dlib/dlib/external/cblas/README
+++ b/src/ml/dlib/dlib/external/cblas/README
diff --git a/ml/dlib/dlib/external/cblas/cblas.h b/src/ml/dlib/dlib/external/cblas/cblas.h
index f91557e74..f91557e74 100644
--- a/ml/dlib/dlib/external/cblas/cblas.h
+++ b/src/ml/dlib/dlib/external/cblas/cblas.h
diff --git a/ml/dlib/dlib/external/cblas/cblas_caxpy.c b/src/ml/dlib/dlib/external/cblas/cblas_caxpy.c
index 7579aa707..7579aa707 100644
--- a/ml/dlib/dlib/external/cblas/cblas_caxpy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_caxpy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ccopy.c b/src/ml/dlib/dlib/external/cblas/cblas_ccopy.c
index b7bc42847..b7bc42847 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ccopy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ccopy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cdotc_sub.c b/src/ml/dlib/dlib/external/cblas/cblas_cdotc_sub.c
index d6086814e..d6086814e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cdotc_sub.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cdotc_sub.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cdotu_sub.c b/src/ml/dlib/dlib/external/cblas/cblas_cdotu_sub.c
index d06e4e5fa..d06e4e5fa 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cdotu_sub.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cdotu_sub.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cgbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_cgbmv.c
index 94cc175f3..94cc175f3 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cgbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cgbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cgemm.c b/src/ml/dlib/dlib/external/cblas/cblas_cgemm.c
index c11641023..c11641023 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cgemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cgemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cgemv.c b/src/ml/dlib/dlib/external/cblas/cblas_cgemv.c
index a1cbb94ee..a1cbb94ee 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cgemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cgemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cgerc.c b/src/ml/dlib/dlib/external/cblas/cblas_cgerc.c
index e843f099b..e843f099b 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cgerc.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cgerc.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cgeru.c b/src/ml/dlib/dlib/external/cblas/cblas_cgeru.c
index 4471d1f80..4471d1f80 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cgeru.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cgeru.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_chbmv.c
index 8681fa345..8681fa345 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chemm.c b/src/ml/dlib/dlib/external/cblas/cblas_chemm.c
index e64f0d0f3..e64f0d0f3 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chemv.c b/src/ml/dlib/dlib/external/cblas/cblas_chemv.c
index bbaaefdc2..bbaaefdc2 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cher.c b/src/ml/dlib/dlib/external/cblas/cblas_cher.c
index 580413b02..580413b02 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cher.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cher.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cher2.c b/src/ml/dlib/dlib/external/cblas/cblas_cher2.c
index 89d36a0ee..89d36a0ee 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cher2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cher2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cher2k.c b/src/ml/dlib/dlib/external/cblas/cblas_cher2k.c
index cad1c432e..cad1c432e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cher2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cher2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cherk.c b/src/ml/dlib/dlib/external/cblas/cblas_cherk.c
index 0b6362db7..0b6362db7 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cherk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cherk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_chpmv.c
index 048734760..048734760 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chpr.c b/src/ml/dlib/dlib/external/cblas/cblas_chpr.c
index 72796b158..72796b158 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chpr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chpr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_chpr2.c b/src/ml/dlib/dlib/external/cblas/cblas_chpr2.c
index f80d087aa..f80d087aa 100644
--- a/ml/dlib/dlib/external/cblas/cblas_chpr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_chpr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cscal.c b/src/ml/dlib/dlib/external/cblas/cblas_cscal.c
index a23e6ee57..a23e6ee57 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_csscal.c b/src/ml/dlib/dlib/external/cblas/cblas_csscal.c
index 39983fe07..39983fe07 100644
--- a/ml/dlib/dlib/external/cblas/cblas_csscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_csscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_cswap.c b/src/ml/dlib/dlib/external/cblas/cblas_cswap.c
index 127282072..127282072 100644
--- a/ml/dlib/dlib/external/cblas/cblas_cswap.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_cswap.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_csymm.c b/src/ml/dlib/dlib/external/cblas/cblas_csymm.c
index a462b5ebd..a462b5ebd 100644
--- a/ml/dlib/dlib/external/cblas/cblas_csymm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_csymm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_csyr2k.c b/src/ml/dlib/dlib/external/cblas/cblas_csyr2k.c
index c93facb2b..c93facb2b 100644
--- a/ml/dlib/dlib/external/cblas/cblas_csyr2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_csyr2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_csyrk.c b/src/ml/dlib/dlib/external/cblas/cblas_csyrk.c
index 4ff0bd535..4ff0bd535 100644
--- a/ml/dlib/dlib/external/cblas/cblas_csyrk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_csyrk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctbmv.c
index 0b313d858..0b313d858 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctbsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctbsv.c
index 31f3f5bb0..31f3f5bb0 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctbsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctbsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctpmv.c
index 03dad131e..03dad131e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctpsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctpsv.c
index 3023306bd..3023306bd 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctpsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctpsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctrmm.c b/src/ml/dlib/dlib/external/cblas/cblas_ctrmm.c
index ceeb2a5ff..ceeb2a5ff 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctrmm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctrmm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctrmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctrmv.c
index dc590fe76..dc590fe76 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctrmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctrmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctrsm.c b/src/ml/dlib/dlib/external/cblas/cblas_ctrsm.c
index ae2d8796e..ae2d8796e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctrsm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctrsm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ctrsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ctrsv.c
index 8bfacd913..8bfacd913 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ctrsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ctrsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dasum.c b/src/ml/dlib/dlib/external/cblas/cblas_dasum.c
index 1a3667f2d..1a3667f2d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dasum.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dasum.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_daxpy.c b/src/ml/dlib/dlib/external/cblas/cblas_daxpy.c
index 3678137fb..3678137fb 100644
--- a/ml/dlib/dlib/external/cblas/cblas_daxpy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_daxpy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dcopy.c b/src/ml/dlib/dlib/external/cblas/cblas_dcopy.c
index 422a55e51..422a55e51 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dcopy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dcopy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ddot.c b/src/ml/dlib/dlib/external/cblas/cblas_ddot.c
index d77343403..d77343403 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ddot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ddot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dgbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dgbmv.c
index 886dab740..886dab740 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dgbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dgbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dgemm.c b/src/ml/dlib/dlib/external/cblas/cblas_dgemm.c
index 4fa9d8603..4fa9d8603 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dgemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dgemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dgemv.c b/src/ml/dlib/dlib/external/cblas/cblas_dgemv.c
index 23a0f51e7..23a0f51e7 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dgemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dgemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dger.c b/src/ml/dlib/dlib/external/cblas/cblas_dger.c
index d021cc401..d021cc401 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dger.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dger.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dnrm2.c b/src/ml/dlib/dlib/external/cblas/cblas_dnrm2.c
index fe46ad484..fe46ad484 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dnrm2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dnrm2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_drot.c b/src/ml/dlib/dlib/external/cblas/cblas_drot.c
index 51dc4ad5e..51dc4ad5e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_drot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_drot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_drotg.c b/src/ml/dlib/dlib/external/cblas/cblas_drotg.c
index 0cbbd8bc0..0cbbd8bc0 100644
--- a/ml/dlib/dlib/external/cblas/cblas_drotg.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_drotg.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_drotm.c b/src/ml/dlib/dlib/external/cblas/cblas_drotm.c
index ebe20ad62..ebe20ad62 100644
--- a/ml/dlib/dlib/external/cblas/cblas_drotm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_drotm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_drotmg.c b/src/ml/dlib/dlib/external/cblas/cblas_drotmg.c
index 13a2208e5..13a2208e5 100644
--- a/ml/dlib/dlib/external/cblas/cblas_drotmg.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_drotmg.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dsbmv.c
index c2f1a71c3..c2f1a71c3 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dscal.c b/src/ml/dlib/dlib/external/cblas/cblas_dscal.c
index bd04de77d..bd04de77d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsdot.c b/src/ml/dlib/dlib/external/cblas/cblas_dsdot.c
index 52cd877a2..52cd877a2 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsdot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsdot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dspmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dspmv.c
index ecdf081cb..ecdf081cb 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dspmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dspmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dspr.c b/src/ml/dlib/dlib/external/cblas/cblas_dspr.c
index 9e40cc11a..9e40cc11a 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dspr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dspr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dspr2.c b/src/ml/dlib/dlib/external/cblas/cblas_dspr2.c
index 4ebbbbd52..4ebbbbd52 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dspr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dspr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dswap.c b/src/ml/dlib/dlib/external/cblas/cblas_dswap.c
index 9ae5bb93c..9ae5bb93c 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dswap.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dswap.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsymm.c b/src/ml/dlib/dlib/external/cblas/cblas_dsymm.c
index 99b3858a1..99b3858a1 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsymm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsymm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsymv.c b/src/ml/dlib/dlib/external/cblas/cblas_dsymv.c
index f0d32398a..f0d32398a 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsymv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsymv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsyr.c b/src/ml/dlib/dlib/external/cblas/cblas_dsyr.c
index d21b846e3..d21b846e3 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsyr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsyr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsyr2.c b/src/ml/dlib/dlib/external/cblas/cblas_dsyr2.c
index 7ce59657d..7ce59657d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsyr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsyr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsyr2k.c b/src/ml/dlib/dlib/external/cblas/cblas_dsyr2k.c
index dc11e9549..dc11e9549 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsyr2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsyr2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dsyrk.c b/src/ml/dlib/dlib/external/cblas/cblas_dsyrk.c
index 7ee834ea6..7ee834ea6 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dsyrk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dsyrk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtbmv.c
index 1a06d1886..1a06d1886 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtbsv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtbsv.c
index aaf4a8d4b..aaf4a8d4b 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtbsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtbsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtpmv.c
index 565f97a68..565f97a68 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtpsv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtpsv.c
index 4f51ccc56..4f51ccc56 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtpsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtpsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtrmm.c b/src/ml/dlib/dlib/external/cblas/cblas_dtrmm.c
index 0f4c0d161..0f4c0d161 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtrmm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtrmm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtrmv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtrmv.c
index c20ea0626..c20ea0626 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtrmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtrmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtrsm.c b/src/ml/dlib/dlib/external/cblas/cblas_dtrsm.c
index 986425f60..986425f60 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtrsm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtrsm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dtrsv.c b/src/ml/dlib/dlib/external/cblas/cblas_dtrsv.c
index 5c4ed5637..5c4ed5637 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dtrsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dtrsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dzasum.c b/src/ml/dlib/dlib/external/cblas/cblas_dzasum.c
index b32f573e5..b32f573e5 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dzasum.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dzasum.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_dznrm2.c b/src/ml/dlib/dlib/external/cblas/cblas_dznrm2.c
index dfa2bfc83..dfa2bfc83 100644
--- a/ml/dlib/dlib/external/cblas/cblas_dznrm2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_dznrm2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_f77.h b/src/ml/dlib/dlib/external/cblas/cblas_f77.h
index 18435cd30..18435cd30 100644
--- a/ml/dlib/dlib/external/cblas/cblas_f77.h
+++ b/src/ml/dlib/dlib/external/cblas/cblas_f77.h
diff --git a/ml/dlib/dlib/external/cblas/cblas_icamax.c b/src/ml/dlib/dlib/external/cblas/cblas_icamax.c
index b3ffe6eec..b3ffe6eec 100644
--- a/ml/dlib/dlib/external/cblas/cblas_icamax.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_icamax.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_idamax.c b/src/ml/dlib/dlib/external/cblas/cblas_idamax.c
index e42e459ea..e42e459ea 100644
--- a/ml/dlib/dlib/external/cblas/cblas_idamax.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_idamax.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_isamax.c b/src/ml/dlib/dlib/external/cblas/cblas_isamax.c
index 63d639c7f..63d639c7f 100644
--- a/ml/dlib/dlib/external/cblas/cblas_isamax.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_isamax.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_izamax.c b/src/ml/dlib/dlib/external/cblas/cblas_izamax.c
index 78eda4042..78eda4042 100644
--- a/ml/dlib/dlib/external/cblas/cblas_izamax.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_izamax.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sasum.c b/src/ml/dlib/dlib/external/cblas/cblas_sasum.c
index 7d4c32cf9..7d4c32cf9 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sasum.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sasum.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_saxpy.c b/src/ml/dlib/dlib/external/cblas/cblas_saxpy.c
index 2eee8e06e..2eee8e06e 100644
--- a/ml/dlib/dlib/external/cblas/cblas_saxpy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_saxpy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_scasum.c b/src/ml/dlib/dlib/external/cblas/cblas_scasum.c
index e1fa53090..e1fa53090 100644
--- a/ml/dlib/dlib/external/cblas/cblas_scasum.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_scasum.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_scnrm2.c b/src/ml/dlib/dlib/external/cblas/cblas_scnrm2.c
index fa48454ed..fa48454ed 100644
--- a/ml/dlib/dlib/external/cblas/cblas_scnrm2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_scnrm2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_scopy.c b/src/ml/dlib/dlib/external/cblas/cblas_scopy.c
index 7796959f3..7796959f3 100644
--- a/ml/dlib/dlib/external/cblas/cblas_scopy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_scopy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sdot.c b/src/ml/dlib/dlib/external/cblas/cblas_sdot.c
index baf859272..baf859272 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sdot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sdot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sdsdot.c b/src/ml/dlib/dlib/external/cblas/cblas_sdsdot.c
index b824849b9..b824849b9 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sdsdot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sdsdot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sgbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_sgbmv.c
index b6de24977..b6de24977 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sgbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sgbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sgemm.c b/src/ml/dlib/dlib/external/cblas/cblas_sgemm.c
index f8adeda49..f8adeda49 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sgemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sgemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sgemv.c b/src/ml/dlib/dlib/external/cblas/cblas_sgemv.c
index d47f3be55..d47f3be55 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sgemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sgemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sger.c b/src/ml/dlib/dlib/external/cblas/cblas_sger.c
index 0313590c7..0313590c7 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sger.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sger.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_snrm2.c b/src/ml/dlib/dlib/external/cblas/cblas_snrm2.c
index 18161b4fa..18161b4fa 100644
--- a/ml/dlib/dlib/external/cblas/cblas_snrm2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_snrm2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_srot.c b/src/ml/dlib/dlib/external/cblas/cblas_srot.c
index cbd1c8c90..cbd1c8c90 100644
--- a/ml/dlib/dlib/external/cblas/cblas_srot.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_srot.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_srotg.c b/src/ml/dlib/dlib/external/cblas/cblas_srotg.c
index f6460048d..f6460048d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_srotg.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_srotg.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_srotm.c b/src/ml/dlib/dlib/external/cblas/cblas_srotm.c
index 496746454..496746454 100644
--- a/ml/dlib/dlib/external/cblas/cblas_srotm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_srotm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_srotmg.c b/src/ml/dlib/dlib/external/cblas/cblas_srotmg.c
index 04f978b40..04f978b40 100644
--- a/ml/dlib/dlib/external/cblas/cblas_srotmg.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_srotmg.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ssbmv.c
index 69663b619..69663b619 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sscal.c b/src/ml/dlib/dlib/external/cblas/cblas_sscal.c
index 1f09abe7a..1f09abe7a 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sspmv.c b/src/ml/dlib/dlib/external/cblas/cblas_sspmv.c
index e3485e742..e3485e742 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sspmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sspmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sspr.c b/src/ml/dlib/dlib/external/cblas/cblas_sspr.c
index 75d669b30..75d669b30 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sspr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sspr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sspr2.c b/src/ml/dlib/dlib/external/cblas/cblas_sspr2.c
index b6ff9bfa2..b6ff9bfa2 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sspr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sspr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_sswap.c b/src/ml/dlib/dlib/external/cblas/cblas_sswap.c
index b74d8469c..b74d8469c 100644
--- a/ml/dlib/dlib/external/cblas/cblas_sswap.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_sswap.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssymm.c b/src/ml/dlib/dlib/external/cblas/cblas_ssymm.c
index 55c413b48..55c413b48 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssymm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssymm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssymv.c b/src/ml/dlib/dlib/external/cblas/cblas_ssymv.c
index c56d4d457..c56d4d457 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssymv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssymv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssyr.c b/src/ml/dlib/dlib/external/cblas/cblas_ssyr.c
index 4215b9671..4215b9671 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssyr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssyr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssyr2.c b/src/ml/dlib/dlib/external/cblas/cblas_ssyr2.c
index 9cdaa412d..9cdaa412d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssyr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssyr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssyr2k.c b/src/ml/dlib/dlib/external/cblas/cblas_ssyr2k.c
index 9e9f538df..9e9f538df 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssyr2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssyr2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ssyrk.c b/src/ml/dlib/dlib/external/cblas/cblas_ssyrk.c
index 55ceb7e3a..55ceb7e3a 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ssyrk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ssyrk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_stbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_stbmv.c
index 71ef469a7..71ef469a7 100644
--- a/ml/dlib/dlib/external/cblas/cblas_stbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_stbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_stbsv.c b/src/ml/dlib/dlib/external/cblas/cblas_stbsv.c
index 96df7c0c1..96df7c0c1 100644
--- a/ml/dlib/dlib/external/cblas/cblas_stbsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_stbsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_stpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_stpmv.c
index 5cb5cd29d..5cb5cd29d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_stpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_stpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_stpsv.c b/src/ml/dlib/dlib/external/cblas/cblas_stpsv.c
index 2f0d29c0d..2f0d29c0d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_stpsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_stpsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_strmm.c b/src/ml/dlib/dlib/external/cblas/cblas_strmm.c
index 40d6e23dd..40d6e23dd 100644
--- a/ml/dlib/dlib/external/cblas/cblas_strmm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_strmm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_strmv.c b/src/ml/dlib/dlib/external/cblas/cblas_strmv.c
index 4c2f7b6a6..4c2f7b6a6 100644
--- a/ml/dlib/dlib/external/cblas/cblas_strmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_strmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_strsm.c b/src/ml/dlib/dlib/external/cblas/cblas_strsm.c
index 178cf7d06..178cf7d06 100644
--- a/ml/dlib/dlib/external/cblas/cblas_strsm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_strsm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_strsv.c b/src/ml/dlib/dlib/external/cblas/cblas_strsv.c
index 7c3811974..7c3811974 100644
--- a/ml/dlib/dlib/external/cblas/cblas_strsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_strsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_xerbla.c b/src/ml/dlib/dlib/external/cblas/cblas_xerbla.c
index 0b5b39f53..0b5b39f53 100644
--- a/ml/dlib/dlib/external/cblas/cblas_xerbla.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_xerbla.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zaxpy.c b/src/ml/dlib/dlib/external/cblas/cblas_zaxpy.c
index f63c4c39b..f63c4c39b 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zaxpy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zaxpy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zcopy.c b/src/ml/dlib/dlib/external/cblas/cblas_zcopy.c
index a16be28e7..a16be28e7 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zcopy.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zcopy.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zdotc_sub.c b/src/ml/dlib/dlib/external/cblas/cblas_zdotc_sub.c
index 29dec6c57..29dec6c57 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zdotc_sub.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zdotc_sub.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zdotu_sub.c b/src/ml/dlib/dlib/external/cblas/cblas_zdotu_sub.c
index 48a14bf3d..48a14bf3d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zdotu_sub.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zdotu_sub.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zdscal.c b/src/ml/dlib/dlib/external/cblas/cblas_zdscal.c
index 788365bef..788365bef 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zdscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zdscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zgbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_zgbmv.c
index e5b922429..e5b922429 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zgbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zgbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zgemm.c b/src/ml/dlib/dlib/external/cblas/cblas_zgemm.c
index c348afa2d..c348afa2d 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zgemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zgemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zgemv.c b/src/ml/dlib/dlib/external/cblas/cblas_zgemv.c
index 6d5cd0cb2..6d5cd0cb2 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zgemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zgemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zgerc.c b/src/ml/dlib/dlib/external/cblas/cblas_zgerc.c
index 2fbbcb028..2fbbcb028 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zgerc.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zgerc.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zgeru.c b/src/ml/dlib/dlib/external/cblas/cblas_zgeru.c
index 56c3ded68..56c3ded68 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zgeru.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zgeru.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_zhbmv.c
index 491207d3f..491207d3f 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhemm.c b/src/ml/dlib/dlib/external/cblas/cblas_zhemm.c
index a31e9ae87..a31e9ae87 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhemm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhemm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhemv.c b/src/ml/dlib/dlib/external/cblas/cblas_zhemv.c
index c3cdb5958..c3cdb5958 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhemv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhemv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zher.c b/src/ml/dlib/dlib/external/cblas/cblas_zher.c
index 30453737c..30453737c 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zher.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zher.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zher2.c b/src/ml/dlib/dlib/external/cblas/cblas_zher2.c
index 8bf0bd733..8bf0bd733 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zher2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zher2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zher2k.c b/src/ml/dlib/dlib/external/cblas/cblas_zher2k.c
index 96bcfe2a5..96bcfe2a5 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zher2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zher2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zherk.c b/src/ml/dlib/dlib/external/cblas/cblas_zherk.c
index bddef491b..bddef491b 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zherk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zherk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_zhpmv.c
index 1812884fc..1812884fc 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhpr.c b/src/ml/dlib/dlib/external/cblas/cblas_zhpr.c
index 3ed2a8f61..3ed2a8f61 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhpr.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhpr.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zhpr2.c b/src/ml/dlib/dlib/external/cblas/cblas_zhpr2.c
index 0793a298a..0793a298a 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zhpr2.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zhpr2.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zscal.c b/src/ml/dlib/dlib/external/cblas/cblas_zscal.c
index 37b319f38..37b319f38 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zscal.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zscal.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zswap.c b/src/ml/dlib/dlib/external/cblas/cblas_zswap.c
index dfde2cbd0..dfde2cbd0 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zswap.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zswap.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zsymm.c b/src/ml/dlib/dlib/external/cblas/cblas_zsymm.c
index 85d5e3f49..85d5e3f49 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zsymm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zsymm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zsyr2k.c b/src/ml/dlib/dlib/external/cblas/cblas_zsyr2k.c
index ffac33462..ffac33462 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zsyr2k.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zsyr2k.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_zsyrk.c b/src/ml/dlib/dlib/external/cblas/cblas_zsyrk.c
index 45796074f..45796074f 100644
--- a/ml/dlib/dlib/external/cblas/cblas_zsyrk.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_zsyrk.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztbmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztbmv.c
index 916774d27..916774d27 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztbmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztbmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztbsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztbsv.c
index cc5d3f73f..cc5d3f73f 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztbsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztbsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztpmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztpmv.c
index 2e7949a25..2e7949a25 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztpmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztpmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztpsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztpsv.c
index c41d02016..c41d02016 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztpsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztpsv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztrmm.c b/src/ml/dlib/dlib/external/cblas/cblas_ztrmm.c
index 4e76377d9..4e76377d9 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztrmm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztrmm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztrmv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztrmv.c
index 65e760529..65e760529 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztrmv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztrmv.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztrsm.c b/src/ml/dlib/dlib/external/cblas/cblas_ztrsm.c
index 7540147c8..7540147c8 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztrsm.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztrsm.c
diff --git a/ml/dlib/dlib/external/cblas/cblas_ztrsv.c b/src/ml/dlib/dlib/external/cblas/cblas_ztrsv.c
index 07e2653b4..07e2653b4 100644
--- a/ml/dlib/dlib/external/cblas/cblas_ztrsv.c
+++ b/src/ml/dlib/dlib/external/cblas/cblas_ztrsv.c
diff --git a/ml/dlib/dlib/external/cblas/cdotcsub.f b/src/ml/dlib/dlib/external/cblas/cdotcsub.f
index f97d7159e..f97d7159e 100644
--- a/ml/dlib/dlib/external/cblas/cdotcsub.f
+++ b/src/ml/dlib/dlib/external/cblas/cdotcsub.f
diff --git a/ml/dlib/dlib/external/cblas/cdotusub.f b/src/ml/dlib/dlib/external/cblas/cdotusub.f
index 5107c0402..5107c0402 100644
--- a/ml/dlib/dlib/external/cblas/cdotusub.f
+++ b/src/ml/dlib/dlib/external/cblas/cdotusub.f
diff --git a/ml/dlib/dlib/external/cblas/dasumsub.f b/src/ml/dlib/dlib/external/cblas/dasumsub.f
index 3d64d17e6..3d64d17e6 100644
--- a/ml/dlib/dlib/external/cblas/dasumsub.f
+++ b/src/ml/dlib/dlib/external/cblas/dasumsub.f
diff --git a/ml/dlib/dlib/external/cblas/ddotsub.f b/src/ml/dlib/dlib/external/cblas/ddotsub.f
index 205f3b46f..205f3b46f 100644
--- a/ml/dlib/dlib/external/cblas/ddotsub.f
+++ b/src/ml/dlib/dlib/external/cblas/ddotsub.f
diff --git a/ml/dlib/dlib/external/cblas/dnrm2sub.f b/src/ml/dlib/dlib/external/cblas/dnrm2sub.f
index 88f17db8b..88f17db8b 100644
--- a/ml/dlib/dlib/external/cblas/dnrm2sub.f
+++ b/src/ml/dlib/dlib/external/cblas/dnrm2sub.f
diff --git a/ml/dlib/dlib/external/cblas/dsdotsub.f b/src/ml/dlib/dlib/external/cblas/dsdotsub.f
index e7e872c9e..e7e872c9e 100644
--- a/ml/dlib/dlib/external/cblas/dsdotsub.f
+++ b/src/ml/dlib/dlib/external/cblas/dsdotsub.f
diff --git a/ml/dlib/dlib/external/cblas/dzasumsub.f b/src/ml/dlib/dlib/external/cblas/dzasumsub.f
index 9aaf16387..9aaf16387 100644
--- a/ml/dlib/dlib/external/cblas/dzasumsub.f
+++ b/src/ml/dlib/dlib/external/cblas/dzasumsub.f
diff --git a/ml/dlib/dlib/external/cblas/dznrm2sub.f b/src/ml/dlib/dlib/external/cblas/dznrm2sub.f
index 45dc599f8..45dc599f8 100644
--- a/ml/dlib/dlib/external/cblas/dznrm2sub.f
+++ b/src/ml/dlib/dlib/external/cblas/dznrm2sub.f
diff --git a/ml/dlib/dlib/external/cblas/icamaxsub.f b/src/ml/dlib/dlib/external/cblas/icamaxsub.f
index 3f47071eb..3f47071eb 100644
--- a/ml/dlib/dlib/external/cblas/icamaxsub.f
+++ b/src/ml/dlib/dlib/external/cblas/icamaxsub.f
diff --git a/ml/dlib/dlib/external/cblas/idamaxsub.f b/src/ml/dlib/dlib/external/cblas/idamaxsub.f
index 3c1ee5c32..3c1ee5c32 100644
--- a/ml/dlib/dlib/external/cblas/idamaxsub.f
+++ b/src/ml/dlib/dlib/external/cblas/idamaxsub.f
diff --git a/ml/dlib/dlib/external/cblas/isamaxsub.f b/src/ml/dlib/dlib/external/cblas/isamaxsub.f
index 0faf42fde..0faf42fde 100644
--- a/ml/dlib/dlib/external/cblas/isamaxsub.f
+++ b/src/ml/dlib/dlib/external/cblas/isamaxsub.f
diff --git a/ml/dlib/dlib/external/cblas/izamaxsub.f b/src/ml/dlib/dlib/external/cblas/izamaxsub.f
index 5b15855a7..5b15855a7 100644
--- a/ml/dlib/dlib/external/cblas/izamaxsub.f
+++ b/src/ml/dlib/dlib/external/cblas/izamaxsub.f
diff --git a/ml/dlib/dlib/external/cblas/sasumsub.f b/src/ml/dlib/dlib/external/cblas/sasumsub.f
index 955f11e8d..955f11e8d 100644
--- a/ml/dlib/dlib/external/cblas/sasumsub.f
+++ b/src/ml/dlib/dlib/external/cblas/sasumsub.f
diff --git a/ml/dlib/dlib/external/cblas/scasumsub.f b/src/ml/dlib/dlib/external/cblas/scasumsub.f
index 077ace670..077ace670 100644
--- a/ml/dlib/dlib/external/cblas/scasumsub.f
+++ b/src/ml/dlib/dlib/external/cblas/scasumsub.f
diff --git a/ml/dlib/dlib/external/cblas/scnrm2sub.f b/src/ml/dlib/dlib/external/cblas/scnrm2sub.f
index 7242c9742..7242c9742 100644
--- a/ml/dlib/dlib/external/cblas/scnrm2sub.f
+++ b/src/ml/dlib/dlib/external/cblas/scnrm2sub.f
diff --git a/ml/dlib/dlib/external/cblas/sdotsub.f b/src/ml/dlib/dlib/external/cblas/sdotsub.f
index e1af3c97b..e1af3c97b 100644
--- a/ml/dlib/dlib/external/cblas/sdotsub.f
+++ b/src/ml/dlib/dlib/external/cblas/sdotsub.f
diff --git a/ml/dlib/dlib/external/cblas/sdsdotsub.f b/src/ml/dlib/dlib/external/cblas/sdsdotsub.f
index 80008e9ce..80008e9ce 100644
--- a/ml/dlib/dlib/external/cblas/sdsdotsub.f
+++ b/src/ml/dlib/dlib/external/cblas/sdsdotsub.f
diff --git a/ml/dlib/dlib/external/cblas/snrm2sub.f b/src/ml/dlib/dlib/external/cblas/snrm2sub.f
index 871a6e49f..871a6e49f 100644
--- a/ml/dlib/dlib/external/cblas/snrm2sub.f
+++ b/src/ml/dlib/dlib/external/cblas/snrm2sub.f
diff --git a/ml/dlib/dlib/external/cblas/zdotcsub.f b/src/ml/dlib/dlib/external/cblas/zdotcsub.f
index 8d483c895..8d483c895 100644
--- a/ml/dlib/dlib/external/cblas/zdotcsub.f
+++ b/src/ml/dlib/dlib/external/cblas/zdotcsub.f
diff --git a/ml/dlib/dlib/external/cblas/zdotusub.f b/src/ml/dlib/dlib/external/cblas/zdotusub.f
index 23f32dec3..23f32dec3 100644
--- a/ml/dlib/dlib/external/cblas/zdotusub.f
+++ b/src/ml/dlib/dlib/external/cblas/zdotusub.f
diff --git a/ml/dlib/dlib/external/libjpeg/README b/src/ml/dlib/dlib/external/libjpeg/README
index 86cc20669..86cc20669 100644
--- a/ml/dlib/dlib/external/libjpeg/README
+++ b/src/ml/dlib/dlib/external/libjpeg/README
diff --git a/ml/dlib/dlib/external/libjpeg/jcapimin.cpp b/src/ml/dlib/dlib/external/libjpeg/jcapimin.cpp
index bc0ceac5b..bc0ceac5b 100644
--- a/ml/dlib/dlib/external/libjpeg/jcapimin.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcapimin.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcapistd.cpp b/src/ml/dlib/dlib/external/libjpeg/jcapistd.cpp
index 3f4e08063..3f4e08063 100644
--- a/ml/dlib/dlib/external/libjpeg/jcapistd.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcapistd.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jccoefct.cpp b/src/ml/dlib/dlib/external/libjpeg/jccoefct.cpp
index 175d7ecd9..175d7ecd9 100644
--- a/ml/dlib/dlib/external/libjpeg/jccoefct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jccoefct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jccolor.cpp b/src/ml/dlib/dlib/external/libjpeg/jccolor.cpp
index c5cfeded5..c5cfeded5 100644
--- a/ml/dlib/dlib/external/libjpeg/jccolor.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jccolor.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcdctmgr.cpp b/src/ml/dlib/dlib/external/libjpeg/jcdctmgr.cpp
index cbfc1a857..cbfc1a857 100644
--- a/ml/dlib/dlib/external/libjpeg/jcdctmgr.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcdctmgr.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jchuff.cpp b/src/ml/dlib/dlib/external/libjpeg/jchuff.cpp
index d543319a6..d543319a6 100644
--- a/ml/dlib/dlib/external/libjpeg/jchuff.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jchuff.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jchuff.h b/src/ml/dlib/dlib/external/libjpeg/jchuff.h
index 2d184ec55..2d184ec55 100644
--- a/ml/dlib/dlib/external/libjpeg/jchuff.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jchuff.h
diff --git a/ml/dlib/dlib/external/libjpeg/jcinit.cpp b/src/ml/dlib/dlib/external/libjpeg/jcinit.cpp
index 2ca809cfd..2ca809cfd 100644
--- a/ml/dlib/dlib/external/libjpeg/jcinit.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcinit.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcmainct.cpp b/src/ml/dlib/dlib/external/libjpeg/jcmainct.cpp
index 1e5f97a20..1e5f97a20 100644
--- a/ml/dlib/dlib/external/libjpeg/jcmainct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcmainct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcmarker.cpp b/src/ml/dlib/dlib/external/libjpeg/jcmarker.cpp
index 1bfd15c55..1bfd15c55 100644
--- a/ml/dlib/dlib/external/libjpeg/jcmarker.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcmarker.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcmaster.cpp b/src/ml/dlib/dlib/external/libjpeg/jcmaster.cpp
index 3e1b1d711..3e1b1d711 100644
--- a/ml/dlib/dlib/external/libjpeg/jcmaster.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcmaster.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcomapi.cpp b/src/ml/dlib/dlib/external/libjpeg/jcomapi.cpp
index 9b1fa7568..9b1fa7568 100644
--- a/ml/dlib/dlib/external/libjpeg/jcomapi.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcomapi.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jconfig.h b/src/ml/dlib/dlib/external/libjpeg/jconfig.h
index 9594ec56b..9594ec56b 100644
--- a/ml/dlib/dlib/external/libjpeg/jconfig.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jconfig.h
diff --git a/ml/dlib/dlib/external/libjpeg/jcparam.cpp b/src/ml/dlib/dlib/external/libjpeg/jcparam.cpp
index a87ef2079..a87ef2079 100644
--- a/ml/dlib/dlib/external/libjpeg/jcparam.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcparam.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcphuff.cpp b/src/ml/dlib/dlib/external/libjpeg/jcphuff.cpp
index 66a85b8c7..66a85b8c7 100644
--- a/ml/dlib/dlib/external/libjpeg/jcphuff.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcphuff.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcprepct.cpp b/src/ml/dlib/dlib/external/libjpeg/jcprepct.cpp
index d1532c273..d1532c273 100644
--- a/ml/dlib/dlib/external/libjpeg/jcprepct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcprepct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jcsample.cpp b/src/ml/dlib/dlib/external/libjpeg/jcsample.cpp
index b73270120..b73270120 100644
--- a/ml/dlib/dlib/external/libjpeg/jcsample.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jcsample.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdapimin.cpp b/src/ml/dlib/dlib/external/libjpeg/jdapimin.cpp
index 3ea5bf161..3ea5bf161 100644
--- a/ml/dlib/dlib/external/libjpeg/jdapimin.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdapimin.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdapistd.cpp b/src/ml/dlib/dlib/external/libjpeg/jdapistd.cpp
index 03d909e00..03d909e00 100644
--- a/ml/dlib/dlib/external/libjpeg/jdapistd.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdapistd.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdatadst.cpp b/src/ml/dlib/dlib/external/libjpeg/jdatadst.cpp
index afa3c83c6..afa3c83c6 100644
--- a/ml/dlib/dlib/external/libjpeg/jdatadst.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdatadst.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdatasrc.cpp b/src/ml/dlib/dlib/external/libjpeg/jdatasrc.cpp
index 7af097f02..7af097f02 100644
--- a/ml/dlib/dlib/external/libjpeg/jdatasrc.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdatasrc.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdcoefct.cpp b/src/ml/dlib/dlib/external/libjpeg/jdcoefct.cpp
index 11b618920..11b618920 100644
--- a/ml/dlib/dlib/external/libjpeg/jdcoefct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdcoefct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdcolor.cpp b/src/ml/dlib/dlib/external/libjpeg/jdcolor.cpp
index 8dd88bfd3..8dd88bfd3 100644
--- a/ml/dlib/dlib/external/libjpeg/jdcolor.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdcolor.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdct.h b/src/ml/dlib/dlib/external/libjpeg/jdct.h
index a89c9550b..a89c9550b 100644
--- a/ml/dlib/dlib/external/libjpeg/jdct.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jdct.h
diff --git a/ml/dlib/dlib/external/libjpeg/jddctmgr.cpp b/src/ml/dlib/dlib/external/libjpeg/jddctmgr.cpp
index 620da686d..620da686d 100644
--- a/ml/dlib/dlib/external/libjpeg/jddctmgr.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jddctmgr.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdhuff.cpp b/src/ml/dlib/dlib/external/libjpeg/jdhuff.cpp
index 26a2a36f2..26a2a36f2 100644
--- a/ml/dlib/dlib/external/libjpeg/jdhuff.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdhuff.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdhuff.h b/src/ml/dlib/dlib/external/libjpeg/jdhuff.h
index 6a0e939af..6a0e939af 100644
--- a/ml/dlib/dlib/external/libjpeg/jdhuff.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jdhuff.h
diff --git a/ml/dlib/dlib/external/libjpeg/jdinput.cpp b/src/ml/dlib/dlib/external/libjpeg/jdinput.cpp
index 42f79977d..42f79977d 100644
--- a/ml/dlib/dlib/external/libjpeg/jdinput.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdinput.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdmainct.cpp b/src/ml/dlib/dlib/external/libjpeg/jdmainct.cpp
index bc2c378aa..bc2c378aa 100644
--- a/ml/dlib/dlib/external/libjpeg/jdmainct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdmainct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdmarker.cpp b/src/ml/dlib/dlib/external/libjpeg/jdmarker.cpp
index c8c9f8e1c..c8c9f8e1c 100644
--- a/ml/dlib/dlib/external/libjpeg/jdmarker.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdmarker.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdmaster.cpp b/src/ml/dlib/dlib/external/libjpeg/jdmaster.cpp
index 8aea1c8ea..8aea1c8ea 100644
--- a/ml/dlib/dlib/external/libjpeg/jdmaster.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdmaster.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdmerge.cpp b/src/ml/dlib/dlib/external/libjpeg/jdmerge.cpp
index 38a692ff8..38a692ff8 100644
--- a/ml/dlib/dlib/external/libjpeg/jdmerge.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdmerge.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdphuff.cpp b/src/ml/dlib/dlib/external/libjpeg/jdphuff.cpp
index d9c02fe0b..d9c02fe0b 100644
--- a/ml/dlib/dlib/external/libjpeg/jdphuff.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdphuff.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdpostct.cpp b/src/ml/dlib/dlib/external/libjpeg/jdpostct.cpp
index 63e10ec17..63e10ec17 100644
--- a/ml/dlib/dlib/external/libjpeg/jdpostct.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdpostct.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jdsample.cpp b/src/ml/dlib/dlib/external/libjpeg/jdsample.cpp
index 647c8bf45..647c8bf45 100644
--- a/ml/dlib/dlib/external/libjpeg/jdsample.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jdsample.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jerror.cpp b/src/ml/dlib/dlib/external/libjpeg/jerror.cpp
index 117bc4829..117bc4829 100644
--- a/ml/dlib/dlib/external/libjpeg/jerror.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jerror.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jerror.h b/src/ml/dlib/dlib/external/libjpeg/jerror.h
index fc2fffeac..fc2fffeac 100644
--- a/ml/dlib/dlib/external/libjpeg/jerror.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jerror.h
diff --git a/ml/dlib/dlib/external/libjpeg/jfdctflt.cpp b/src/ml/dlib/dlib/external/libjpeg/jfdctflt.cpp
index 79d7a0078..79d7a0078 100644
--- a/ml/dlib/dlib/external/libjpeg/jfdctflt.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jfdctflt.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jfdctfst.cpp b/src/ml/dlib/dlib/external/libjpeg/jfdctfst.cpp
index 4c96d4f3d..4c96d4f3d 100644
--- a/ml/dlib/dlib/external/libjpeg/jfdctfst.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jfdctfst.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jfdctint.cpp b/src/ml/dlib/dlib/external/libjpeg/jfdctint.cpp
index b6046a26b..b6046a26b 100644
--- a/ml/dlib/dlib/external/libjpeg/jfdctint.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jfdctint.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jidctflt.cpp b/src/ml/dlib/dlib/external/libjpeg/jidctflt.cpp
index 3e9b54579..3e9b54579 100644
--- a/ml/dlib/dlib/external/libjpeg/jidctflt.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jidctflt.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jidctfst.cpp b/src/ml/dlib/dlib/external/libjpeg/jidctfst.cpp
index e08835bc5..e08835bc5 100644
--- a/ml/dlib/dlib/external/libjpeg/jidctfst.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jidctfst.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jidctint.cpp b/src/ml/dlib/dlib/external/libjpeg/jidctint.cpp
index 630b4fb89..630b4fb89 100644
--- a/ml/dlib/dlib/external/libjpeg/jidctint.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jidctint.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jidctred.cpp b/src/ml/dlib/dlib/external/libjpeg/jidctred.cpp
index fa442ac9a..fa442ac9a 100644
--- a/ml/dlib/dlib/external/libjpeg/jidctred.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jidctred.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jinclude.h b/src/ml/dlib/dlib/external/libjpeg/jinclude.h
index 0a4f15146..0a4f15146 100644
--- a/ml/dlib/dlib/external/libjpeg/jinclude.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jinclude.h
diff --git a/ml/dlib/dlib/external/libjpeg/jmemmgr.cpp b/src/ml/dlib/dlib/external/libjpeg/jmemmgr.cpp
index 3a2e61955..3a2e61955 100644
--- a/ml/dlib/dlib/external/libjpeg/jmemmgr.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jmemmgr.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jmemnobs.cpp b/src/ml/dlib/dlib/external/libjpeg/jmemnobs.cpp
index 27fe6c457..27fe6c457 100644
--- a/ml/dlib/dlib/external/libjpeg/jmemnobs.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jmemnobs.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jmemsys.h b/src/ml/dlib/dlib/external/libjpeg/jmemsys.h
index 6c3c6d348..6c3c6d348 100644
--- a/ml/dlib/dlib/external/libjpeg/jmemsys.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jmemsys.h
diff --git a/ml/dlib/dlib/external/libjpeg/jmorecfg.h b/src/ml/dlib/dlib/external/libjpeg/jmorecfg.h
index 6082f069a..6082f069a 100644
--- a/ml/dlib/dlib/external/libjpeg/jmorecfg.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jmorecfg.h
diff --git a/ml/dlib/dlib/external/libjpeg/jpegint.h b/src/ml/dlib/dlib/external/libjpeg/jpegint.h
index 654067965..654067965 100644
--- a/ml/dlib/dlib/external/libjpeg/jpegint.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jpegint.h
diff --git a/ml/dlib/dlib/external/libjpeg/jpeglib.h b/src/ml/dlib/dlib/external/libjpeg/jpeglib.h
index e611602d2..e611602d2 100644
--- a/ml/dlib/dlib/external/libjpeg/jpeglib.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jpeglib.h
diff --git a/ml/dlib/dlib/external/libjpeg/jquant1.cpp b/src/ml/dlib/dlib/external/libjpeg/jquant1.cpp
index 7582015ad..7582015ad 100644
--- a/ml/dlib/dlib/external/libjpeg/jquant1.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jquant1.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jquant2.cpp b/src/ml/dlib/dlib/external/libjpeg/jquant2.cpp
index 0d7b5969a..0d7b5969a 100644
--- a/ml/dlib/dlib/external/libjpeg/jquant2.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jquant2.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jutils.cpp b/src/ml/dlib/dlib/external/libjpeg/jutils.cpp
index fd8906c83..fd8906c83 100644
--- a/ml/dlib/dlib/external/libjpeg/jutils.cpp
+++ b/src/ml/dlib/dlib/external/libjpeg/jutils.cpp
diff --git a/ml/dlib/dlib/external/libjpeg/jversion.h b/src/ml/dlib/dlib/external/libjpeg/jversion.h
index 6472c58d3..6472c58d3 100644
--- a/ml/dlib/dlib/external/libjpeg/jversion.h
+++ b/src/ml/dlib/dlib/external/libjpeg/jversion.h
diff --git a/ml/dlib/dlib/external/libpng/LICENSE b/src/ml/dlib/dlib/external/libpng/LICENSE
index b1b97ea57..b1b97ea57 100644
--- a/ml/dlib/dlib/external/libpng/LICENSE
+++ b/src/ml/dlib/dlib/external/libpng/LICENSE
diff --git a/ml/dlib/dlib/external/libpng/README b/src/ml/dlib/dlib/external/libpng/README
index 80fc574ad..80fc574ad 100644
--- a/ml/dlib/dlib/external/libpng/README
+++ b/src/ml/dlib/dlib/external/libpng/README
diff --git a/ml/dlib/dlib/external/libpng/arm/arm_init.c b/src/ml/dlib/dlib/external/libpng/arm/arm_init.c
index 098771781..098771781 100644
--- a/ml/dlib/dlib/external/libpng/arm/arm_init.c
+++ b/src/ml/dlib/dlib/external/libpng/arm/arm_init.c
diff --git a/ml/dlib/dlib/external/libpng/arm/filter_neon.S b/src/ml/dlib/dlib/external/libpng/arm/filter_neon.S
index 3d1ccf505..3d1ccf505 100644
--- a/ml/dlib/dlib/external/libpng/arm/filter_neon.S
+++ b/src/ml/dlib/dlib/external/libpng/arm/filter_neon.S
diff --git a/ml/dlib/dlib/external/libpng/arm/filter_neon_intrinsics.c b/src/ml/dlib/dlib/external/libpng/arm/filter_neon_intrinsics.c
index e6a0217ab..e6a0217ab 100644
--- a/ml/dlib/dlib/external/libpng/arm/filter_neon_intrinsics.c
+++ b/src/ml/dlib/dlib/external/libpng/arm/filter_neon_intrinsics.c
diff --git a/ml/dlib/dlib/external/libpng/png.c b/src/ml/dlib/dlib/external/libpng/png.c
index efcc6eead..efcc6eead 100644
--- a/ml/dlib/dlib/external/libpng/png.c
+++ b/src/ml/dlib/dlib/external/libpng/png.c
diff --git a/ml/dlib/dlib/external/libpng/png.h b/src/ml/dlib/dlib/external/libpng/png.h
index 527392738..527392738 100644
--- a/ml/dlib/dlib/external/libpng/png.h
+++ b/src/ml/dlib/dlib/external/libpng/png.h
diff --git a/ml/dlib/dlib/external/libpng/pngconf.h b/src/ml/dlib/dlib/external/libpng/pngconf.h
index 8c5347224..8c5347224 100644
--- a/ml/dlib/dlib/external/libpng/pngconf.h
+++ b/src/ml/dlib/dlib/external/libpng/pngconf.h
diff --git a/ml/dlib/dlib/external/libpng/pngdebug.h b/src/ml/dlib/dlib/external/libpng/pngdebug.h
index 16f81fdd1..16f81fdd1 100644
--- a/ml/dlib/dlib/external/libpng/pngdebug.h
+++ b/src/ml/dlib/dlib/external/libpng/pngdebug.h
diff --git a/ml/dlib/dlib/external/libpng/pngerror.c b/src/ml/dlib/dlib/external/libpng/pngerror.c
index f469206ee..f469206ee 100644
--- a/ml/dlib/dlib/external/libpng/pngerror.c
+++ b/src/ml/dlib/dlib/external/libpng/pngerror.c
diff --git a/ml/dlib/dlib/external/libpng/pngget.c b/src/ml/dlib/dlib/external/libpng/pngget.c
index aca63a958..aca63a958 100644
--- a/ml/dlib/dlib/external/libpng/pngget.c
+++ b/src/ml/dlib/dlib/external/libpng/pngget.c
diff --git a/ml/dlib/dlib/external/libpng/pnginfo.h b/src/ml/dlib/dlib/external/libpng/pnginfo.h
index 26bf26502..26bf26502 100644
--- a/ml/dlib/dlib/external/libpng/pnginfo.h
+++ b/src/ml/dlib/dlib/external/libpng/pnginfo.h
diff --git a/ml/dlib/dlib/external/libpng/pnglibconf.h b/src/ml/dlib/dlib/external/libpng/pnglibconf.h
index 6e9a41152..6e9a41152 100644
--- a/ml/dlib/dlib/external/libpng/pnglibconf.h
+++ b/src/ml/dlib/dlib/external/libpng/pnglibconf.h
diff --git a/ml/dlib/dlib/external/libpng/pngmem.c b/src/ml/dlib/dlib/external/libpng/pngmem.c
index b9b3efb44..b9b3efb44 100644
--- a/ml/dlib/dlib/external/libpng/pngmem.c
+++ b/src/ml/dlib/dlib/external/libpng/pngmem.c
diff --git a/ml/dlib/dlib/external/libpng/pngpread.c b/src/ml/dlib/dlib/external/libpng/pngpread.c
index 0169ecb2c..0169ecb2c 100644
--- a/ml/dlib/dlib/external/libpng/pngpread.c
+++ b/src/ml/dlib/dlib/external/libpng/pngpread.c
diff --git a/ml/dlib/dlib/external/libpng/pngpriv.h b/src/ml/dlib/dlib/external/libpng/pngpriv.h
index 43b2ef4c5..43b2ef4c5 100644
--- a/ml/dlib/dlib/external/libpng/pngpriv.h
+++ b/src/ml/dlib/dlib/external/libpng/pngpriv.h
diff --git a/ml/dlib/dlib/external/libpng/pngread.c b/src/ml/dlib/dlib/external/libpng/pngread.c
index 8f96ca23e..8f96ca23e 100644
--- a/ml/dlib/dlib/external/libpng/pngread.c
+++ b/src/ml/dlib/dlib/external/libpng/pngread.c
diff --git a/ml/dlib/dlib/external/libpng/pngrio.c b/src/ml/dlib/dlib/external/libpng/pngrio.c
index d7864407b..d7864407b 100644
--- a/ml/dlib/dlib/external/libpng/pngrio.c
+++ b/src/ml/dlib/dlib/external/libpng/pngrio.c
diff --git a/ml/dlib/dlib/external/libpng/pngrtran.c b/src/ml/dlib/dlib/external/libpng/pngrtran.c
index 3b7d484fc..3b7d484fc 100644
--- a/ml/dlib/dlib/external/libpng/pngrtran.c
+++ b/src/ml/dlib/dlib/external/libpng/pngrtran.c
diff --git a/ml/dlib/dlib/external/libpng/pngrutil.c b/src/ml/dlib/dlib/external/libpng/pngrutil.c
index 2438384dd..2438384dd 100644
--- a/ml/dlib/dlib/external/libpng/pngrutil.c
+++ b/src/ml/dlib/dlib/external/libpng/pngrutil.c
diff --git a/ml/dlib/dlib/external/libpng/pngset.c b/src/ml/dlib/dlib/external/libpng/pngset.c
index 7e355d1f4..7e355d1f4 100644
--- a/ml/dlib/dlib/external/libpng/pngset.c
+++ b/src/ml/dlib/dlib/external/libpng/pngset.c
diff --git a/ml/dlib/dlib/external/libpng/pngstruct.h b/src/ml/dlib/dlib/external/libpng/pngstruct.h
index d58c02884..d58c02884 100644
--- a/ml/dlib/dlib/external/libpng/pngstruct.h
+++ b/src/ml/dlib/dlib/external/libpng/pngstruct.h
diff --git a/ml/dlib/dlib/external/libpng/pngtrans.c b/src/ml/dlib/dlib/external/libpng/pngtrans.c
index 8f8bc5d9e..8f8bc5d9e 100644
--- a/ml/dlib/dlib/external/libpng/pngtrans.c
+++ b/src/ml/dlib/dlib/external/libpng/pngtrans.c
diff --git a/ml/dlib/dlib/external/libpng/pngwio.c b/src/ml/dlib/dlib/external/libpng/pngwio.c
index e3289dfe4..e3289dfe4 100644
--- a/ml/dlib/dlib/external/libpng/pngwio.c
+++ b/src/ml/dlib/dlib/external/libpng/pngwio.c
diff --git a/ml/dlib/dlib/external/libpng/pngwrite.c b/src/ml/dlib/dlib/external/libpng/pngwrite.c
index b71a3d345..b71a3d345 100644
--- a/ml/dlib/dlib/external/libpng/pngwrite.c
+++ b/src/ml/dlib/dlib/external/libpng/pngwrite.c
diff --git a/ml/dlib/dlib/external/libpng/pngwtran.c b/src/ml/dlib/dlib/external/libpng/pngwtran.c
index 98703f8c8..98703f8c8 100644
--- a/ml/dlib/dlib/external/libpng/pngwtran.c
+++ b/src/ml/dlib/dlib/external/libpng/pngwtran.c
diff --git a/ml/dlib/dlib/external/libpng/pngwutil.c b/src/ml/dlib/dlib/external/libpng/pngwutil.c
index 49e6a2d21..49e6a2d21 100644
--- a/ml/dlib/dlib/external/libpng/pngwutil.c
+++ b/src/ml/dlib/dlib/external/libpng/pngwutil.c
diff --git a/ml/dlib/dlib/external/pybind11/CMakeLists.txt b/src/ml/dlib/dlib/external/pybind11/CMakeLists.txt
index 4280ba742..4280ba742 100644
--- a/ml/dlib/dlib/external/pybind11/CMakeLists.txt
+++ b/src/ml/dlib/dlib/external/pybind11/CMakeLists.txt
diff --git a/ml/dlib/dlib/external/pybind11/CONTRIBUTING.md b/src/ml/dlib/dlib/external/pybind11/CONTRIBUTING.md
index 375735f6c..375735f6c 100644
--- a/ml/dlib/dlib/external/pybind11/CONTRIBUTING.md
+++ b/src/ml/dlib/dlib/external/pybind11/CONTRIBUTING.md
diff --git a/ml/dlib/dlib/external/pybind11/LICENSE b/src/ml/dlib/dlib/external/pybind11/LICENSE
index 6f15578cc..6f15578cc 100644
--- a/ml/dlib/dlib/external/pybind11/LICENSE
+++ b/src/ml/dlib/dlib/external/pybind11/LICENSE
diff --git a/ml/dlib/dlib/external/pybind11/README.md b/src/ml/dlib/dlib/external/pybind11/README.md
index 447788240..447788240 100644
--- a/ml/dlib/dlib/external/pybind11/README.md
+++ b/src/ml/dlib/dlib/external/pybind11/README.md
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/attr.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/attr.h
index dce875a6b..dce875a6b 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/attr.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/attr.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/buffer_info.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/buffer_info.h
index 9f072fa73..9f072fa73 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/buffer_info.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/buffer_info.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/cast.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/cast.h
index a722a9e81..a722a9e81 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/cast.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/cast.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/chrono.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/chrono.h
index 95ada76e0..95ada76e0 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/chrono.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/chrono.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/common.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/common.h
index 6c8a4f1e8..6c8a4f1e8 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/common.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/common.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/complex.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/complex.h
index 5dac27cc4..5dac27cc4 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/complex.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/complex.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/class.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/class.h
index ff06370fa..ff06370fa 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/class.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/class.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/common.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/common.h
index 7d41cd63b..7d41cd63b 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/common.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/common.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/descr.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/descr.h
index e3bf2ba97..e3bf2ba97 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/descr.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/descr.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/init.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/init.h
index 82f740760..82f740760 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/init.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/init.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/internals.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/internals.h
index e39f38695..e39f38695 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/internals.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/internals.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/typeid.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/typeid.h
index 6f36aab75..6f36aab75 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/detail/typeid.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/detail/typeid.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/eigen.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/eigen.h
index 693a484dc..693a484dc 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/eigen.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/eigen.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/embed.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/embed.h
index 9abc61c34..9abc61c34 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/embed.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/embed.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/eval.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/eval.h
index ea85ba1db..ea85ba1db 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/eval.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/eval.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/functional.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/functional.h
index eda14ba58..eda14ba58 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/functional.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/functional.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/iostream.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/iostream.h
index a9c27aac1..a9c27aac1 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/iostream.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/iostream.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/numpy.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/numpy.h
index b1600dc2e..b1600dc2e 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/numpy.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/numpy.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/operators.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/operators.h
index b3dd62c3b..b3dd62c3b 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/operators.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/operators.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/options.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/options.h
index cc1e1f6f0..cc1e1f6f0 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/options.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/options.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/pybind11.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/pybind11.h
index 7723d2a8e..7723d2a8e 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/pybind11.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/pybind11.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/pytypes.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/pytypes.h
index d7fa17775..d7fa17775 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/pytypes.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/pytypes.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/stl.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/stl.h
index 90eb7ea2e..90eb7ea2e 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/stl.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/stl.h
diff --git a/ml/dlib/dlib/external/pybind11/include/pybind11/stl_bind.h b/src/ml/dlib/dlib/external/pybind11/include/pybind11/stl_bind.h
index 38dd68f69..38dd68f69 100644
--- a/ml/dlib/dlib/external/pybind11/include/pybind11/stl_bind.h
+++ b/src/ml/dlib/dlib/external/pybind11/include/pybind11/stl_bind.h
diff --git a/ml/dlib/dlib/external/pybind11/tools/FindCatch.cmake b/src/ml/dlib/dlib/external/pybind11/tools/FindCatch.cmake
index 9d490c5aa..9d490c5aa 100644
--- a/ml/dlib/dlib/external/pybind11/tools/FindCatch.cmake
+++ b/src/ml/dlib/dlib/external/pybind11/tools/FindCatch.cmake
diff --git a/ml/dlib/dlib/external/pybind11/tools/FindEigen3.cmake b/src/ml/dlib/dlib/external/pybind11/tools/FindEigen3.cmake
index 9c546a05d..9c546a05d 100644
--- a/ml/dlib/dlib/external/pybind11/tools/FindEigen3.cmake
+++ b/src/ml/dlib/dlib/external/pybind11/tools/FindEigen3.cmake
diff --git a/ml/dlib/dlib/external/pybind11/tools/FindPythonLibsNew.cmake b/src/ml/dlib/dlib/external/pybind11/tools/FindPythonLibsNew.cmake
index b29b287de..b29b287de 100644
--- a/ml/dlib/dlib/external/pybind11/tools/FindPythonLibsNew.cmake
+++ b/src/ml/dlib/dlib/external/pybind11/tools/FindPythonLibsNew.cmake
diff --git a/ml/dlib/dlib/external/pybind11/tools/check-style.sh b/src/ml/dlib/dlib/external/pybind11/tools/check-style.sh
index 0a9f7d24f..0a9f7d24f 100755
--- a/ml/dlib/dlib/external/pybind11/tools/check-style.sh
+++ b/src/ml/dlib/dlib/external/pybind11/tools/check-style.sh
diff --git a/ml/dlib/dlib/external/pybind11/tools/libsize.py b/src/ml/dlib/dlib/external/pybind11/tools/libsize.py
index 5dcb8b0d0..5dcb8b0d0 100644
--- a/ml/dlib/dlib/external/pybind11/tools/libsize.py
+++ b/src/ml/dlib/dlib/external/pybind11/tools/libsize.py
diff --git a/ml/dlib/dlib/external/pybind11/tools/mkdoc.py b/src/ml/dlib/dlib/external/pybind11/tools/mkdoc.py
index 1fd8cceed..1fd8cceed 100644
--- a/ml/dlib/dlib/external/pybind11/tools/mkdoc.py
+++ b/src/ml/dlib/dlib/external/pybind11/tools/mkdoc.py
diff --git a/ml/dlib/dlib/external/pybind11/tools/pybind11Config.cmake.in b/src/ml/dlib/dlib/external/pybind11/tools/pybind11Config.cmake.in
index 3dd1b2c1a..3dd1b2c1a 100644
--- a/ml/dlib/dlib/external/pybind11/tools/pybind11Config.cmake.in
+++ b/src/ml/dlib/dlib/external/pybind11/tools/pybind11Config.cmake.in
diff --git a/ml/dlib/dlib/external/pybind11/tools/pybind11Tools.cmake b/src/ml/dlib/dlib/external/pybind11/tools/pybind11Tools.cmake
index a7c471a07..a7c471a07 100644
--- a/ml/dlib/dlib/external/pybind11/tools/pybind11Tools.cmake
+++ b/src/ml/dlib/dlib/external/pybind11/tools/pybind11Tools.cmake
diff --git a/ml/dlib/dlib/external/zlib/README b/src/ml/dlib/dlib/external/zlib/README
index 5ca9d127e..5ca9d127e 100644
--- a/ml/dlib/dlib/external/zlib/README
+++ b/src/ml/dlib/dlib/external/zlib/README
diff --git a/ml/dlib/dlib/external/zlib/adler32.c b/src/ml/dlib/dlib/external/zlib/adler32.c
index a868f073d..a868f073d 100644
--- a/ml/dlib/dlib/external/zlib/adler32.c
+++ b/src/ml/dlib/dlib/external/zlib/adler32.c
diff --git a/ml/dlib/dlib/external/zlib/compress.c b/src/ml/dlib/dlib/external/zlib/compress.c
index 6e9762676..6e9762676 100644
--- a/ml/dlib/dlib/external/zlib/compress.c
+++ b/src/ml/dlib/dlib/external/zlib/compress.c
diff --git a/ml/dlib/dlib/external/zlib/crc32.c b/src/ml/dlib/dlib/external/zlib/crc32.c
index 979a7190a..979a7190a 100644
--- a/ml/dlib/dlib/external/zlib/crc32.c
+++ b/src/ml/dlib/dlib/external/zlib/crc32.c
diff --git a/ml/dlib/dlib/external/zlib/crc32.h b/src/ml/dlib/dlib/external/zlib/crc32.h
index 9e0c77810..9e0c77810 100644
--- a/ml/dlib/dlib/external/zlib/crc32.h
+++ b/src/ml/dlib/dlib/external/zlib/crc32.h
diff --git a/ml/dlib/dlib/external/zlib/deflate.c b/src/ml/dlib/dlib/external/zlib/deflate.c
index 696957705..696957705 100644
--- a/ml/dlib/dlib/external/zlib/deflate.c
+++ b/src/ml/dlib/dlib/external/zlib/deflate.c
diff --git a/ml/dlib/dlib/external/zlib/deflate.h b/src/ml/dlib/dlib/external/zlib/deflate.h
index ce0299edd..ce0299edd 100644
--- a/ml/dlib/dlib/external/zlib/deflate.h
+++ b/src/ml/dlib/dlib/external/zlib/deflate.h
diff --git a/ml/dlib/dlib/external/zlib/gzclose.c b/src/ml/dlib/dlib/external/zlib/gzclose.c
index caeb99a31..caeb99a31 100644
--- a/ml/dlib/dlib/external/zlib/gzclose.c
+++ b/src/ml/dlib/dlib/external/zlib/gzclose.c
diff --git a/ml/dlib/dlib/external/zlib/gzguts.h b/src/ml/dlib/dlib/external/zlib/gzguts.h
index 2bb0b0499..2bb0b0499 100644
--- a/ml/dlib/dlib/external/zlib/gzguts.h
+++ b/src/ml/dlib/dlib/external/zlib/gzguts.h
diff --git a/ml/dlib/dlib/external/zlib/gzlib.c b/src/ml/dlib/dlib/external/zlib/gzlib.c
index fae202ef8..fae202ef8 100644
--- a/ml/dlib/dlib/external/zlib/gzlib.c
+++ b/src/ml/dlib/dlib/external/zlib/gzlib.c
diff --git a/ml/dlib/dlib/external/zlib/gzread.c b/src/ml/dlib/dlib/external/zlib/gzread.c
index bf4538eb2..bf4538eb2 100644
--- a/ml/dlib/dlib/external/zlib/gzread.c
+++ b/src/ml/dlib/dlib/external/zlib/gzread.c
diff --git a/ml/dlib/dlib/external/zlib/gzwrite.c b/src/ml/dlib/dlib/external/zlib/gzwrite.c
index aa767fbf6..aa767fbf6 100644
--- a/ml/dlib/dlib/external/zlib/gzwrite.c
+++ b/src/ml/dlib/dlib/external/zlib/gzwrite.c
diff --git a/ml/dlib/dlib/external/zlib/infback.c b/src/ml/dlib/dlib/external/zlib/infback.c
index f3833c2e4..f3833c2e4 100644
--- a/ml/dlib/dlib/external/zlib/infback.c
+++ b/src/ml/dlib/dlib/external/zlib/infback.c
diff --git a/ml/dlib/dlib/external/zlib/inffast.c b/src/ml/dlib/dlib/external/zlib/inffast.c
index bda59ceb6..bda59ceb6 100644
--- a/ml/dlib/dlib/external/zlib/inffast.c
+++ b/src/ml/dlib/dlib/external/zlib/inffast.c
diff --git a/ml/dlib/dlib/external/zlib/inffast.h b/src/ml/dlib/dlib/external/zlib/inffast.h
index e5c1aa4ca..e5c1aa4ca 100644
--- a/ml/dlib/dlib/external/zlib/inffast.h
+++ b/src/ml/dlib/dlib/external/zlib/inffast.h
diff --git a/ml/dlib/dlib/external/zlib/inffixed.h b/src/ml/dlib/dlib/external/zlib/inffixed.h
index d62832776..d62832776 100644
--- a/ml/dlib/dlib/external/zlib/inffixed.h
+++ b/src/ml/dlib/dlib/external/zlib/inffixed.h
diff --git a/ml/dlib/dlib/external/zlib/inflate.c b/src/ml/dlib/dlib/external/zlib/inflate.c
index 870f89bb4..870f89bb4 100644
--- a/ml/dlib/dlib/external/zlib/inflate.c
+++ b/src/ml/dlib/dlib/external/zlib/inflate.c
diff --git a/ml/dlib/dlib/external/zlib/inflate.h b/src/ml/dlib/dlib/external/zlib/inflate.h
index 95f4986d4..95f4986d4 100644
--- a/ml/dlib/dlib/external/zlib/inflate.h
+++ b/src/ml/dlib/dlib/external/zlib/inflate.h
diff --git a/ml/dlib/dlib/external/zlib/inftrees.c b/src/ml/dlib/dlib/external/zlib/inftrees.c
index 44d89cf24..44d89cf24 100644
--- a/ml/dlib/dlib/external/zlib/inftrees.c
+++ b/src/ml/dlib/dlib/external/zlib/inftrees.c
diff --git a/ml/dlib/dlib/external/zlib/inftrees.h b/src/ml/dlib/dlib/external/zlib/inftrees.h
index baa53a0b1..baa53a0b1 100644
--- a/ml/dlib/dlib/external/zlib/inftrees.h
+++ b/src/ml/dlib/dlib/external/zlib/inftrees.h
diff --git a/ml/dlib/dlib/external/zlib/trees.c b/src/ml/dlib/dlib/external/zlib/trees.c
index 1fd7759ef..1fd7759ef 100644
--- a/ml/dlib/dlib/external/zlib/trees.c
+++ b/src/ml/dlib/dlib/external/zlib/trees.c
diff --git a/ml/dlib/dlib/external/zlib/trees.h b/src/ml/dlib/dlib/external/zlib/trees.h
index d35639d82..d35639d82 100644
--- a/ml/dlib/dlib/external/zlib/trees.h
+++ b/src/ml/dlib/dlib/external/zlib/trees.h
diff --git a/ml/dlib/dlib/external/zlib/uncompr.c b/src/ml/dlib/dlib/external/zlib/uncompr.c
index 242e9493d..242e9493d 100644
--- a/ml/dlib/dlib/external/zlib/uncompr.c
+++ b/src/ml/dlib/dlib/external/zlib/uncompr.c
diff --git a/ml/dlib/dlib/external/zlib/zconf.h b/src/ml/dlib/dlib/external/zlib/zconf.h
index 9987a7755..9987a7755 100644
--- a/ml/dlib/dlib/external/zlib/zconf.h
+++ b/src/ml/dlib/dlib/external/zlib/zconf.h
diff --git a/ml/dlib/dlib/external/zlib/zlib.h b/src/ml/dlib/dlib/external/zlib/zlib.h
index 3e0c7672a..3e0c7672a 100644
--- a/ml/dlib/dlib/external/zlib/zlib.h
+++ b/src/ml/dlib/dlib/external/zlib/zlib.h
diff --git a/ml/dlib/dlib/external/zlib/zutil.c b/src/ml/dlib/dlib/external/zlib/zutil.c
index 23d2ebef0..23d2ebef0 100644
--- a/ml/dlib/dlib/external/zlib/zutil.c
+++ b/src/ml/dlib/dlib/external/zlib/zutil.c
diff --git a/ml/dlib/dlib/external/zlib/zutil.h b/src/ml/dlib/dlib/external/zlib/zutil.h
index 24ab06b1c..24ab06b1c 100644
--- a/ml/dlib/dlib/external/zlib/zutil.h
+++ b/src/ml/dlib/dlib/external/zlib/zutil.h
diff --git a/ml/dlib/dlib/filtering.h b/src/ml/dlib/dlib/filtering.h
index 764d54e81..764d54e81 100644
--- a/ml/dlib/dlib/filtering.h
+++ b/src/ml/dlib/dlib/filtering.h
diff --git a/ml/dlib/dlib/filtering/kalman_filter.cpp b/src/ml/dlib/dlib/filtering/kalman_filter.cpp
index 5d47793a9..5d47793a9 100644
--- a/ml/dlib/dlib/filtering/kalman_filter.cpp
+++ b/src/ml/dlib/dlib/filtering/kalman_filter.cpp
diff --git a/ml/dlib/dlib/filtering/kalman_filter.h b/src/ml/dlib/dlib/filtering/kalman_filter.h
index 30289fa42..30289fa42 100644
--- a/ml/dlib/dlib/filtering/kalman_filter.h
+++ b/src/ml/dlib/dlib/filtering/kalman_filter.h
diff --git a/ml/dlib/dlib/filtering/kalman_filter_abstract.h b/src/ml/dlib/dlib/filtering/kalman_filter_abstract.h
index cdac2c569..cdac2c569 100644
--- a/ml/dlib/dlib/filtering/kalman_filter_abstract.h
+++ b/src/ml/dlib/dlib/filtering/kalman_filter_abstract.h
diff --git a/ml/dlib/dlib/filtering/rls_filter.h b/src/ml/dlib/dlib/filtering/rls_filter.h
index 4481ab3f4..4481ab3f4 100644
--- a/ml/dlib/dlib/filtering/rls_filter.h
+++ b/src/ml/dlib/dlib/filtering/rls_filter.h
diff --git a/ml/dlib/dlib/filtering/rls_filter_abstract.h b/src/ml/dlib/dlib/filtering/rls_filter_abstract.h
index 0a932cb87..0a932cb87 100644
--- a/ml/dlib/dlib/filtering/rls_filter_abstract.h
+++ b/src/ml/dlib/dlib/filtering/rls_filter_abstract.h
diff --git a/ml/dlib/dlib/float_details.h b/src/ml/dlib/dlib/float_details.h
index 3dc7eae49..3dc7eae49 100644
--- a/ml/dlib/dlib/float_details.h
+++ b/src/ml/dlib/dlib/float_details.h
diff --git a/ml/dlib/dlib/fstream b/src/ml/dlib/dlib/fstream
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/fstream
+++ b/src/ml/dlib/dlib/fstream
diff --git a/ml/dlib/dlib/general_hash/count_bits.h b/src/ml/dlib/dlib/general_hash/count_bits.h
index 01acad2ab..01acad2ab 100644
--- a/ml/dlib/dlib/general_hash/count_bits.h
+++ b/src/ml/dlib/dlib/general_hash/count_bits.h
diff --git a/ml/dlib/dlib/general_hash/count_bits_abstract.h b/src/ml/dlib/dlib/general_hash/count_bits_abstract.h
index ff5d4482c..ff5d4482c 100644
--- a/ml/dlib/dlib/general_hash/count_bits_abstract.h
+++ b/src/ml/dlib/dlib/general_hash/count_bits_abstract.h
diff --git a/ml/dlib/dlib/general_hash/general_hash.h b/src/ml/dlib/dlib/general_hash/general_hash.h
index 3de0b2698..3de0b2698 100644
--- a/ml/dlib/dlib/general_hash/general_hash.h
+++ b/src/ml/dlib/dlib/general_hash/general_hash.h
diff --git a/ml/dlib/dlib/general_hash/hash.h b/src/ml/dlib/dlib/general_hash/hash.h
index 6edb99b99..6edb99b99 100644
--- a/ml/dlib/dlib/general_hash/hash.h
+++ b/src/ml/dlib/dlib/general_hash/hash.h
diff --git a/ml/dlib/dlib/general_hash/hash_abstract.h b/src/ml/dlib/dlib/general_hash/hash_abstract.h
index 8959bbe44..8959bbe44 100644
--- a/ml/dlib/dlib/general_hash/hash_abstract.h
+++ b/src/ml/dlib/dlib/general_hash/hash_abstract.h
diff --git a/ml/dlib/dlib/general_hash/murmur_hash3.h b/src/ml/dlib/dlib/general_hash/murmur_hash3.h
index b8e37260e..b8e37260e 100644
--- a/ml/dlib/dlib/general_hash/murmur_hash3.h
+++ b/src/ml/dlib/dlib/general_hash/murmur_hash3.h
diff --git a/ml/dlib/dlib/general_hash/murmur_hash3_abstract.h b/src/ml/dlib/dlib/general_hash/murmur_hash3_abstract.h
index ef7bc0b41..ef7bc0b41 100644
--- a/ml/dlib/dlib/general_hash/murmur_hash3_abstract.h
+++ b/src/ml/dlib/dlib/general_hash/murmur_hash3_abstract.h
diff --git a/ml/dlib/dlib/general_hash/random_hashing.h b/src/ml/dlib/dlib/general_hash/random_hashing.h
index 7a06a6878..7a06a6878 100644
--- a/ml/dlib/dlib/general_hash/random_hashing.h
+++ b/src/ml/dlib/dlib/general_hash/random_hashing.h
diff --git a/ml/dlib/dlib/general_hash/random_hashing_abstract.h b/src/ml/dlib/dlib/general_hash/random_hashing_abstract.h
index 3d196d8c0..3d196d8c0 100644
--- a/ml/dlib/dlib/general_hash/random_hashing_abstract.h
+++ b/src/ml/dlib/dlib/general_hash/random_hashing_abstract.h
diff --git a/ml/dlib/dlib/geometry.h b/src/ml/dlib/dlib/geometry.h
index 9d326b150..9d326b150 100644
--- a/ml/dlib/dlib/geometry.h
+++ b/src/ml/dlib/dlib/geometry.h
diff --git a/ml/dlib/dlib/geometry/border_enumerator.h b/src/ml/dlib/dlib/geometry/border_enumerator.h
index 0c69cc37f..0c69cc37f 100644
--- a/ml/dlib/dlib/geometry/border_enumerator.h
+++ b/src/ml/dlib/dlib/geometry/border_enumerator.h
diff --git a/ml/dlib/dlib/geometry/border_enumerator_abstract.h b/src/ml/dlib/dlib/geometry/border_enumerator_abstract.h
index 11118d571..11118d571 100644
--- a/ml/dlib/dlib/geometry/border_enumerator_abstract.h
+++ b/src/ml/dlib/dlib/geometry/border_enumerator_abstract.h
diff --git a/ml/dlib/dlib/geometry/drectangle.h b/src/ml/dlib/dlib/geometry/drectangle.h
index 9ccc5c0ee..9ccc5c0ee 100644
--- a/ml/dlib/dlib/geometry/drectangle.h
+++ b/src/ml/dlib/dlib/geometry/drectangle.h
diff --git a/ml/dlib/dlib/geometry/drectangle_abstract.h b/src/ml/dlib/dlib/geometry/drectangle_abstract.h
index 0f2221353..0f2221353 100644
--- a/ml/dlib/dlib/geometry/drectangle_abstract.h
+++ b/src/ml/dlib/dlib/geometry/drectangle_abstract.h
diff --git a/ml/dlib/dlib/geometry/point_transforms.h b/src/ml/dlib/dlib/geometry/point_transforms.h
index e789fd2a2..e789fd2a2 100644
--- a/ml/dlib/dlib/geometry/point_transforms.h
+++ b/src/ml/dlib/dlib/geometry/point_transforms.h
diff --git a/ml/dlib/dlib/geometry/point_transforms_abstract.h b/src/ml/dlib/dlib/geometry/point_transforms_abstract.h
index 492ae745c..492ae745c 100644
--- a/ml/dlib/dlib/geometry/point_transforms_abstract.h
+++ b/src/ml/dlib/dlib/geometry/point_transforms_abstract.h
diff --git a/ml/dlib/dlib/geometry/rectangle.h b/src/ml/dlib/dlib/geometry/rectangle.h
index 3d67ca8c4..3d67ca8c4 100644
--- a/ml/dlib/dlib/geometry/rectangle.h
+++ b/src/ml/dlib/dlib/geometry/rectangle.h
diff --git a/ml/dlib/dlib/geometry/rectangle_abstract.h b/src/ml/dlib/dlib/geometry/rectangle_abstract.h
index 0ff0f0a8d..0ff0f0a8d 100644
--- a/ml/dlib/dlib/geometry/rectangle_abstract.h
+++ b/src/ml/dlib/dlib/geometry/rectangle_abstract.h
diff --git a/ml/dlib/dlib/geometry/vector.h b/src/ml/dlib/dlib/geometry/vector.h
index 4ea53799d..4ea53799d 100644
--- a/ml/dlib/dlib/geometry/vector.h
+++ b/src/ml/dlib/dlib/geometry/vector.h
diff --git a/ml/dlib/dlib/geometry/vector_abstract.h b/src/ml/dlib/dlib/geometry/vector_abstract.h
index 4aee8e32d..4aee8e32d 100644
--- a/ml/dlib/dlib/geometry/vector_abstract.h
+++ b/src/ml/dlib/dlib/geometry/vector_abstract.h
diff --git a/ml/dlib/dlib/global_optimization.h b/src/ml/dlib/dlib/global_optimization.h
index 26b40fcd9..26b40fcd9 100644
--- a/ml/dlib/dlib/global_optimization.h
+++ b/src/ml/dlib/dlib/global_optimization.h
diff --git a/ml/dlib/dlib/global_optimization/find_max_global.h b/src/ml/dlib/dlib/global_optimization/find_max_global.h
index 5356129f5..5356129f5 100644
--- a/ml/dlib/dlib/global_optimization/find_max_global.h
+++ b/src/ml/dlib/dlib/global_optimization/find_max_global.h
diff --git a/ml/dlib/dlib/global_optimization/find_max_global_abstract.h b/src/ml/dlib/dlib/global_optimization/find_max_global_abstract.h
index 4be62b154..4be62b154 100644
--- a/ml/dlib/dlib/global_optimization/find_max_global_abstract.h
+++ b/src/ml/dlib/dlib/global_optimization/find_max_global_abstract.h
diff --git a/ml/dlib/dlib/global_optimization/global_function_search.cpp b/src/ml/dlib/dlib/global_optimization/global_function_search.cpp
index fada289a4..fada289a4 100644
--- a/ml/dlib/dlib/global_optimization/global_function_search.cpp
+++ b/src/ml/dlib/dlib/global_optimization/global_function_search.cpp
diff --git a/ml/dlib/dlib/global_optimization/global_function_search.h b/src/ml/dlib/dlib/global_optimization/global_function_search.h
index fa036884a..fa036884a 100644
--- a/ml/dlib/dlib/global_optimization/global_function_search.h
+++ b/src/ml/dlib/dlib/global_optimization/global_function_search.h
diff --git a/ml/dlib/dlib/global_optimization/global_function_search_abstract.h b/src/ml/dlib/dlib/global_optimization/global_function_search_abstract.h
index c8bfc3993..c8bfc3993 100644
--- a/ml/dlib/dlib/global_optimization/global_function_search_abstract.h
+++ b/src/ml/dlib/dlib/global_optimization/global_function_search_abstract.h
diff --git a/ml/dlib/dlib/global_optimization/upper_bound_function.h b/src/ml/dlib/dlib/global_optimization/upper_bound_function.h
index d1957623e..d1957623e 100644
--- a/ml/dlib/dlib/global_optimization/upper_bound_function.h
+++ b/src/ml/dlib/dlib/global_optimization/upper_bound_function.h
diff --git a/ml/dlib/dlib/global_optimization/upper_bound_function_abstract.h b/src/ml/dlib/dlib/global_optimization/upper_bound_function_abstract.h
index 56b361597..56b361597 100644
--- a/ml/dlib/dlib/global_optimization/upper_bound_function_abstract.h
+++ b/src/ml/dlib/dlib/global_optimization/upper_bound_function_abstract.h
diff --git a/ml/dlib/dlib/graph.h b/src/ml/dlib/dlib/graph.h
index 39f7cfbb6..39f7cfbb6 100644
--- a/ml/dlib/dlib/graph.h
+++ b/src/ml/dlib/dlib/graph.h
diff --git a/ml/dlib/dlib/graph/graph_kernel_1.h b/src/ml/dlib/dlib/graph/graph_kernel_1.h
index fb0d6e7a6..fb0d6e7a6 100644
--- a/ml/dlib/dlib/graph/graph_kernel_1.h
+++ b/src/ml/dlib/dlib/graph/graph_kernel_1.h
diff --git a/ml/dlib/dlib/graph/graph_kernel_abstract.h b/src/ml/dlib/dlib/graph/graph_kernel_abstract.h
index e6e699332..e6e699332 100644
--- a/ml/dlib/dlib/graph/graph_kernel_abstract.h
+++ b/src/ml/dlib/dlib/graph/graph_kernel_abstract.h
diff --git a/ml/dlib/dlib/graph_cuts.h b/src/ml/dlib/dlib/graph_cuts.h
index c245b2be4..c245b2be4 100644
--- a/ml/dlib/dlib/graph_cuts.h
+++ b/src/ml/dlib/dlib/graph_cuts.h
diff --git a/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts.h b/src/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts.h
index f035442bf..f035442bf 100644
--- a/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts.h
+++ b/src/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts.h
diff --git a/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts_abstract.h b/src/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts_abstract.h
index 69aa59256..69aa59256 100644
--- a/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts_abstract.h
+++ b/src/ml/dlib/dlib/graph_cuts/find_max_factor_graph_potts_abstract.h
diff --git a/ml/dlib/dlib/graph_cuts/general_flow_graph.h b/src/ml/dlib/dlib/graph_cuts/general_flow_graph.h
index d0b93e311..d0b93e311 100644
--- a/ml/dlib/dlib/graph_cuts/general_flow_graph.h
+++ b/src/ml/dlib/dlib/graph_cuts/general_flow_graph.h
diff --git a/ml/dlib/dlib/graph_cuts/general_potts_problem.h b/src/ml/dlib/dlib/graph_cuts/general_potts_problem.h
index ebedbc572..ebedbc572 100644
--- a/ml/dlib/dlib/graph_cuts/general_potts_problem.h
+++ b/src/ml/dlib/dlib/graph_cuts/general_potts_problem.h
diff --git a/ml/dlib/dlib/graph_cuts/graph_labeler.h b/src/ml/dlib/dlib/graph_cuts/graph_labeler.h
index 34c3fcb5e..34c3fcb5e 100644
--- a/ml/dlib/dlib/graph_cuts/graph_labeler.h
+++ b/src/ml/dlib/dlib/graph_cuts/graph_labeler.h
diff --git a/ml/dlib/dlib/graph_cuts/graph_labeler_abstract.h b/src/ml/dlib/dlib/graph_cuts/graph_labeler_abstract.h
index a0821b696..a0821b696 100644
--- a/ml/dlib/dlib/graph_cuts/graph_labeler_abstract.h
+++ b/src/ml/dlib/dlib/graph_cuts/graph_labeler_abstract.h
diff --git a/ml/dlib/dlib/graph_cuts/min_cut.h b/src/ml/dlib/dlib/graph_cuts/min_cut.h
index 6bbb57608..6bbb57608 100644
--- a/ml/dlib/dlib/graph_cuts/min_cut.h
+++ b/src/ml/dlib/dlib/graph_cuts/min_cut.h
diff --git a/ml/dlib/dlib/graph_cuts/min_cut_abstract.h b/src/ml/dlib/dlib/graph_cuts/min_cut_abstract.h
index 748aca950..748aca950 100644
--- a/ml/dlib/dlib/graph_cuts/min_cut_abstract.h
+++ b/src/ml/dlib/dlib/graph_cuts/min_cut_abstract.h
diff --git a/ml/dlib/dlib/graph_utils.h b/src/ml/dlib/dlib/graph_utils.h
index c79e05b64..c79e05b64 100644
--- a/ml/dlib/dlib/graph_utils.h
+++ b/src/ml/dlib/dlib/graph_utils.h
diff --git a/ml/dlib/dlib/graph_utils/edge_list_graphs.h b/src/ml/dlib/dlib/graph_utils/edge_list_graphs.h
index d2447acdb..d2447acdb 100644
--- a/ml/dlib/dlib/graph_utils/edge_list_graphs.h
+++ b/src/ml/dlib/dlib/graph_utils/edge_list_graphs.h
diff --git a/ml/dlib/dlib/graph_utils/edge_list_graphs_abstract.h b/src/ml/dlib/dlib/graph_utils/edge_list_graphs_abstract.h
index 1f72c2739..1f72c2739 100644
--- a/ml/dlib/dlib/graph_utils/edge_list_graphs_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/edge_list_graphs_abstract.h
diff --git a/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh.h b/src/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh.h
index 433a588a5..433a588a5 100644
--- a/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh.h
+++ b/src/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh.h
diff --git a/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh_abstract.h b/src/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh_abstract.h
index 1de159be4..1de159be4 100644
--- a/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/find_k_nearest_neighbors_lsh_abstract.h
diff --git a/ml/dlib/dlib/graph_utils/function_objects.h b/src/ml/dlib/dlib/graph_utils/function_objects.h
index 33b6e51ff..33b6e51ff 100644
--- a/ml/dlib/dlib/graph_utils/function_objects.h
+++ b/src/ml/dlib/dlib/graph_utils/function_objects.h
diff --git a/ml/dlib/dlib/graph_utils/function_objects_abstract.h b/src/ml/dlib/dlib/graph_utils/function_objects_abstract.h
index 394b99397..394b99397 100644
--- a/ml/dlib/dlib/graph_utils/function_objects_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/function_objects_abstract.h
diff --git a/ml/dlib/dlib/graph_utils/graph_utils.h b/src/ml/dlib/dlib/graph_utils/graph_utils.h
index 81262b7f5..81262b7f5 100644
--- a/ml/dlib/dlib/graph_utils/graph_utils.h
+++ b/src/ml/dlib/dlib/graph_utils/graph_utils.h
diff --git a/ml/dlib/dlib/graph_utils/graph_utils_abstract.h b/src/ml/dlib/dlib/graph_utils/graph_utils_abstract.h
index 52e170237..52e170237 100644
--- a/ml/dlib/dlib/graph_utils/graph_utils_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/graph_utils_abstract.h
diff --git a/ml/dlib/dlib/graph_utils/ordered_sample_pair.h b/src/ml/dlib/dlib/graph_utils/ordered_sample_pair.h
index 7d510e122..7d510e122 100644
--- a/ml/dlib/dlib/graph_utils/ordered_sample_pair.h
+++ b/src/ml/dlib/dlib/graph_utils/ordered_sample_pair.h
diff --git a/ml/dlib/dlib/graph_utils/ordered_sample_pair_abstract.h b/src/ml/dlib/dlib/graph_utils/ordered_sample_pair_abstract.h
index 9d150e257..9d150e257 100644
--- a/ml/dlib/dlib/graph_utils/ordered_sample_pair_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/ordered_sample_pair_abstract.h
diff --git a/ml/dlib/dlib/graph_utils/sample_pair.h b/src/ml/dlib/dlib/graph_utils/sample_pair.h
index 88ad458f6..88ad458f6 100644
--- a/ml/dlib/dlib/graph_utils/sample_pair.h
+++ b/src/ml/dlib/dlib/graph_utils/sample_pair.h
diff --git a/ml/dlib/dlib/graph_utils/sample_pair_abstract.h b/src/ml/dlib/dlib/graph_utils/sample_pair_abstract.h
index 3306899e3..3306899e3 100644
--- a/ml/dlib/dlib/graph_utils/sample_pair_abstract.h
+++ b/src/ml/dlib/dlib/graph_utils/sample_pair_abstract.h
diff --git a/ml/dlib/dlib/graph_utils_threaded.h b/src/ml/dlib/dlib/graph_utils_threaded.h
index c9938fd80..c9938fd80 100644
--- a/ml/dlib/dlib/graph_utils_threaded.h
+++ b/src/ml/dlib/dlib/graph_utils_threaded.h
diff --git a/ml/dlib/dlib/gui_core.h b/src/ml/dlib/dlib/gui_core.h
index 6ba54b11c..6ba54b11c 100644
--- a/ml/dlib/dlib/gui_core.h
+++ b/src/ml/dlib/dlib/gui_core.h
diff --git a/ml/dlib/dlib/gui_core/gui_core_kernel_1.cpp b/src/ml/dlib/dlib/gui_core/gui_core_kernel_1.cpp
index 2a6efa4c9..2a6efa4c9 100644
--- a/ml/dlib/dlib/gui_core/gui_core_kernel_1.cpp
+++ b/src/ml/dlib/dlib/gui_core/gui_core_kernel_1.cpp
diff --git a/ml/dlib/dlib/gui_core/gui_core_kernel_1.h b/src/ml/dlib/dlib/gui_core/gui_core_kernel_1.h
index b7077ac01..b7077ac01 100644
--- a/ml/dlib/dlib/gui_core/gui_core_kernel_1.h
+++ b/src/ml/dlib/dlib/gui_core/gui_core_kernel_1.h
diff --git a/ml/dlib/dlib/gui_core/gui_core_kernel_2.cpp b/src/ml/dlib/dlib/gui_core/gui_core_kernel_2.cpp
index feca4bf22..feca4bf22 100644
--- a/ml/dlib/dlib/gui_core/gui_core_kernel_2.cpp
+++ b/src/ml/dlib/dlib/gui_core/gui_core_kernel_2.cpp
diff --git a/ml/dlib/dlib/gui_core/gui_core_kernel_2.h b/src/ml/dlib/dlib/gui_core/gui_core_kernel_2.h
index efcd4ba19..efcd4ba19 100644
--- a/ml/dlib/dlib/gui_core/gui_core_kernel_2.h
+++ b/src/ml/dlib/dlib/gui_core/gui_core_kernel_2.h
diff --git a/ml/dlib/dlib/gui_core/gui_core_kernel_abstract.h b/src/ml/dlib/dlib/gui_core/gui_core_kernel_abstract.h
index a773e4287..a773e4287 100644
--- a/ml/dlib/dlib/gui_core/gui_core_kernel_abstract.h
+++ b/src/ml/dlib/dlib/gui_core/gui_core_kernel_abstract.h
diff --git a/ml/dlib/dlib/gui_core/windows.h b/src/ml/dlib/dlib/gui_core/windows.h
index 8d71fd70e..8d71fd70e 100644
--- a/ml/dlib/dlib/gui_core/windows.h
+++ b/src/ml/dlib/dlib/gui_core/windows.h
diff --git a/ml/dlib/dlib/gui_core/xlib.h b/src/ml/dlib/dlib/gui_core/xlib.h
index de9c4666b..de9c4666b 100644
--- a/ml/dlib/dlib/gui_core/xlib.h
+++ b/src/ml/dlib/dlib/gui_core/xlib.h
diff --git a/ml/dlib/dlib/gui_widgets.h b/src/ml/dlib/dlib/gui_widgets.h
index 5b243ef8f..5b243ef8f 100644
--- a/ml/dlib/dlib/gui_widgets.h
+++ b/src/ml/dlib/dlib/gui_widgets.h
diff --git a/ml/dlib/dlib/gui_widgets/base_widgets.cpp b/src/ml/dlib/dlib/gui_widgets/base_widgets.cpp
index 2f2eb8e9c..2f2eb8e9c 100644
--- a/ml/dlib/dlib/gui_widgets/base_widgets.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/base_widgets.cpp
diff --git a/ml/dlib/dlib/gui_widgets/base_widgets.h b/src/ml/dlib/dlib/gui_widgets/base_widgets.h
index 7c6d25097..7c6d25097 100644
--- a/ml/dlib/dlib/gui_widgets/base_widgets.h
+++ b/src/ml/dlib/dlib/gui_widgets/base_widgets.h
diff --git a/ml/dlib/dlib/gui_widgets/base_widgets_abstract.h b/src/ml/dlib/dlib/gui_widgets/base_widgets_abstract.h
index 3dcee0d5a..3dcee0d5a 100644
--- a/ml/dlib/dlib/gui_widgets/base_widgets_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/base_widgets_abstract.h
diff --git a/ml/dlib/dlib/gui_widgets/canvas_drawing.cpp b/src/ml/dlib/dlib/gui_widgets/canvas_drawing.cpp
index 0fecd1cd3..0fecd1cd3 100644
--- a/ml/dlib/dlib/gui_widgets/canvas_drawing.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/canvas_drawing.cpp
diff --git a/ml/dlib/dlib/gui_widgets/canvas_drawing.h b/src/ml/dlib/dlib/gui_widgets/canvas_drawing.h
index 61f688112..61f688112 100644
--- a/ml/dlib/dlib/gui_widgets/canvas_drawing.h
+++ b/src/ml/dlib/dlib/gui_widgets/canvas_drawing.h
diff --git a/ml/dlib/dlib/gui_widgets/canvas_drawing_abstract.h b/src/ml/dlib/dlib/gui_widgets/canvas_drawing_abstract.h
index e4a298c76..e4a298c76 100644
--- a/ml/dlib/dlib/gui_widgets/canvas_drawing_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/canvas_drawing_abstract.h
diff --git a/ml/dlib/dlib/gui_widgets/drawable.cpp b/src/ml/dlib/dlib/gui_widgets/drawable.cpp
index 8cf114950..8cf114950 100644
--- a/ml/dlib/dlib/gui_widgets/drawable.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/drawable.cpp
diff --git a/ml/dlib/dlib/gui_widgets/drawable.h b/src/ml/dlib/dlib/gui_widgets/drawable.h
index a270b53c8..a270b53c8 100644
--- a/ml/dlib/dlib/gui_widgets/drawable.h
+++ b/src/ml/dlib/dlib/gui_widgets/drawable.h
diff --git a/ml/dlib/dlib/gui_widgets/drawable_abstract.h b/src/ml/dlib/dlib/gui_widgets/drawable_abstract.h
index 8f741d8bb..8f741d8bb 100644
--- a/ml/dlib/dlib/gui_widgets/drawable_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/drawable_abstract.h
diff --git a/ml/dlib/dlib/gui_widgets/fonts.cpp b/src/ml/dlib/dlib/gui_widgets/fonts.cpp
index dfbf9f720..dfbf9f720 100644
--- a/ml/dlib/dlib/gui_widgets/fonts.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/fonts.cpp
diff --git a/ml/dlib/dlib/gui_widgets/fonts.h b/src/ml/dlib/dlib/gui_widgets/fonts.h
index 5d3181aaa..5d3181aaa 100644
--- a/ml/dlib/dlib/gui_widgets/fonts.h
+++ b/src/ml/dlib/dlib/gui_widgets/fonts.h
diff --git a/ml/dlib/dlib/gui_widgets/fonts_abstract.h b/src/ml/dlib/dlib/gui_widgets/fonts_abstract.h
index df194bccd..df194bccd 100644
--- a/ml/dlib/dlib/gui_widgets/fonts_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/fonts_abstract.h
diff --git a/ml/dlib/dlib/gui_widgets/nativefont.h b/src/ml/dlib/dlib/gui_widgets/nativefont.h
index 2de0edfaa..2de0edfaa 100644
--- a/ml/dlib/dlib/gui_widgets/nativefont.h
+++ b/src/ml/dlib/dlib/gui_widgets/nativefont.h
diff --git a/ml/dlib/dlib/gui_widgets/style.cpp b/src/ml/dlib/dlib/gui_widgets/style.cpp
index a3d22d10f..a3d22d10f 100644
--- a/ml/dlib/dlib/gui_widgets/style.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/style.cpp
diff --git a/ml/dlib/dlib/gui_widgets/style.h b/src/ml/dlib/dlib/gui_widgets/style.h
index f31caee30..f31caee30 100644
--- a/ml/dlib/dlib/gui_widgets/style.h
+++ b/src/ml/dlib/dlib/gui_widgets/style.h
diff --git a/ml/dlib/dlib/gui_widgets/style_abstract.h b/src/ml/dlib/dlib/gui_widgets/style_abstract.h
index e4d3245df..e4d3245df 100644
--- a/ml/dlib/dlib/gui_widgets/style_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/style_abstract.h
diff --git a/ml/dlib/dlib/gui_widgets/widgets.cpp b/src/ml/dlib/dlib/gui_widgets/widgets.cpp
index c460d946d..c460d946d 100644
--- a/ml/dlib/dlib/gui_widgets/widgets.cpp
+++ b/src/ml/dlib/dlib/gui_widgets/widgets.cpp
diff --git a/ml/dlib/dlib/gui_widgets/widgets.h b/src/ml/dlib/dlib/gui_widgets/widgets.h
index 305d7dc00..305d7dc00 100644
--- a/ml/dlib/dlib/gui_widgets/widgets.h
+++ b/src/ml/dlib/dlib/gui_widgets/widgets.h
diff --git a/ml/dlib/dlib/gui_widgets/widgets_abstract.h b/src/ml/dlib/dlib/gui_widgets/widgets_abstract.h
index 2b4dc4486..2b4dc4486 100644
--- a/ml/dlib/dlib/gui_widgets/widgets_abstract.h
+++ b/src/ml/dlib/dlib/gui_widgets/widgets_abstract.h
diff --git a/ml/dlib/dlib/hash.h b/src/ml/dlib/dlib/hash.h
index 5a018b438..5a018b438 100644
--- a/ml/dlib/dlib/hash.h
+++ b/src/ml/dlib/dlib/hash.h
diff --git a/ml/dlib/dlib/hash_map.h b/src/ml/dlib/dlib/hash_map.h
index 225ebd466..225ebd466 100644
--- a/ml/dlib/dlib/hash_map.h
+++ b/src/ml/dlib/dlib/hash_map.h
diff --git a/ml/dlib/dlib/hash_map/hash_map_kernel_1.h b/src/ml/dlib/dlib/hash_map/hash_map_kernel_1.h
index e8b1d6d71..e8b1d6d71 100644
--- a/ml/dlib/dlib/hash_map/hash_map_kernel_1.h
+++ b/src/ml/dlib/dlib/hash_map/hash_map_kernel_1.h
diff --git a/ml/dlib/dlib/hash_map/hash_map_kernel_abstract.h b/src/ml/dlib/dlib/hash_map/hash_map_kernel_abstract.h
index cee404f54..cee404f54 100644
--- a/ml/dlib/dlib/hash_map/hash_map_kernel_abstract.h
+++ b/src/ml/dlib/dlib/hash_map/hash_map_kernel_abstract.h
diff --git a/ml/dlib/dlib/hash_map/hash_map_kernel_c.h b/src/ml/dlib/dlib/hash_map/hash_map_kernel_c.h
index 4db937249..4db937249 100644
--- a/ml/dlib/dlib/hash_map/hash_map_kernel_c.h
+++ b/src/ml/dlib/dlib/hash_map/hash_map_kernel_c.h
diff --git a/ml/dlib/dlib/hash_set.h b/src/ml/dlib/dlib/hash_set.h
index 90a51fd20..90a51fd20 100644
--- a/ml/dlib/dlib/hash_set.h
+++ b/src/ml/dlib/dlib/hash_set.h
diff --git a/ml/dlib/dlib/hash_set/hash_set_kernel_1.h b/src/ml/dlib/dlib/hash_set/hash_set_kernel_1.h
index c40770b91..c40770b91 100644
--- a/ml/dlib/dlib/hash_set/hash_set_kernel_1.h
+++ b/src/ml/dlib/dlib/hash_set/hash_set_kernel_1.h
diff --git a/ml/dlib/dlib/hash_set/hash_set_kernel_abstract.h b/src/ml/dlib/dlib/hash_set/hash_set_kernel_abstract.h
index 35d1de74e..35d1de74e 100644
--- a/ml/dlib/dlib/hash_set/hash_set_kernel_abstract.h
+++ b/src/ml/dlib/dlib/hash_set/hash_set_kernel_abstract.h
diff --git a/ml/dlib/dlib/hash_set/hash_set_kernel_c.h b/src/ml/dlib/dlib/hash_set/hash_set_kernel_c.h
index bd0abd848..bd0abd848 100644
--- a/ml/dlib/dlib/hash_set/hash_set_kernel_c.h
+++ b/src/ml/dlib/dlib/hash_set/hash_set_kernel_c.h
diff --git a/ml/dlib/dlib/hash_table.h b/src/ml/dlib/dlib/hash_table.h
index b49feb916..b49feb916 100644
--- a/ml/dlib/dlib/hash_table.h
+++ b/src/ml/dlib/dlib/hash_table.h
diff --git a/ml/dlib/dlib/hash_table/hash_table_kernel_1.h b/src/ml/dlib/dlib/hash_table/hash_table_kernel_1.h
index f06847a72..f06847a72 100644
--- a/ml/dlib/dlib/hash_table/hash_table_kernel_1.h
+++ b/src/ml/dlib/dlib/hash_table/hash_table_kernel_1.h
diff --git a/ml/dlib/dlib/hash_table/hash_table_kernel_2.h b/src/ml/dlib/dlib/hash_table/hash_table_kernel_2.h
index 58646413c..58646413c 100644
--- a/ml/dlib/dlib/hash_table/hash_table_kernel_2.h
+++ b/src/ml/dlib/dlib/hash_table/hash_table_kernel_2.h
diff --git a/ml/dlib/dlib/hash_table/hash_table_kernel_abstract.h b/src/ml/dlib/dlib/hash_table/hash_table_kernel_abstract.h
index 52480e91c..52480e91c 100644
--- a/ml/dlib/dlib/hash_table/hash_table_kernel_abstract.h
+++ b/src/ml/dlib/dlib/hash_table/hash_table_kernel_abstract.h
diff --git a/ml/dlib/dlib/hash_table/hash_table_kernel_c.h b/src/ml/dlib/dlib/hash_table/hash_table_kernel_c.h
index 93ef16d0b..93ef16d0b 100644
--- a/ml/dlib/dlib/hash_table/hash_table_kernel_c.h
+++ b/src/ml/dlib/dlib/hash_table/hash_table_kernel_c.h
diff --git a/ml/dlib/dlib/http_client/http_client.cpp b/src/ml/dlib/dlib/http_client/http_client.cpp
index 75e838a73..75e838a73 100644
--- a/ml/dlib/dlib/http_client/http_client.cpp
+++ b/src/ml/dlib/dlib/http_client/http_client.cpp
diff --git a/ml/dlib/dlib/http_client/http_client.h b/src/ml/dlib/dlib/http_client/http_client.h
index fd2996ab1..fd2996ab1 100644
--- a/ml/dlib/dlib/http_client/http_client.h
+++ b/src/ml/dlib/dlib/http_client/http_client.h
diff --git a/ml/dlib/dlib/http_client/http_client_abstract.h b/src/ml/dlib/dlib/http_client/http_client_abstract.h
index 5e9d1d5e6..5e9d1d5e6 100644
--- a/ml/dlib/dlib/http_client/http_client_abstract.h
+++ b/src/ml/dlib/dlib/http_client/http_client_abstract.h
diff --git a/ml/dlib/dlib/image_io.h b/src/ml/dlib/dlib/image_io.h
index 4fdc79881..4fdc79881 100644
--- a/ml/dlib/dlib/image_io.h
+++ b/src/ml/dlib/dlib/image_io.h
diff --git a/ml/dlib/dlib/image_keypoint.h b/src/ml/dlib/dlib/image_keypoint.h
index 335d620e8..335d620e8 100644
--- a/ml/dlib/dlib/image_keypoint.h
+++ b/src/ml/dlib/dlib/image_keypoint.h
diff --git a/ml/dlib/dlib/image_keypoint/binned_vector_feature_image.h b/src/ml/dlib/dlib/image_keypoint/binned_vector_feature_image.h
index 019a12739..019a12739 100644
--- a/ml/dlib/dlib/image_keypoint/binned_vector_feature_image.h
+++ b/src/ml/dlib/dlib/image_keypoint/binned_vector_feature_image.h
diff --git a/ml/dlib/dlib/image_keypoint/binned_vector_feature_image_abstract.h b/src/ml/dlib/dlib/image_keypoint/binned_vector_feature_image_abstract.h
index 6bd6cdbb8..6bd6cdbb8 100644
--- a/ml/dlib/dlib/image_keypoint/binned_vector_feature_image_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/binned_vector_feature_image_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/build_separable_poly_filters.h b/src/ml/dlib/dlib/image_keypoint/build_separable_poly_filters.h
index aea59067d..aea59067d 100644
--- a/ml/dlib/dlib/image_keypoint/build_separable_poly_filters.h
+++ b/src/ml/dlib/dlib/image_keypoint/build_separable_poly_filters.h
diff --git a/ml/dlib/dlib/image_keypoint/draw_surf_points.h b/src/ml/dlib/dlib/image_keypoint/draw_surf_points.h
index b16c28f5d..b16c28f5d 100644
--- a/ml/dlib/dlib/image_keypoint/draw_surf_points.h
+++ b/src/ml/dlib/dlib/image_keypoint/draw_surf_points.h
diff --git a/ml/dlib/dlib/image_keypoint/draw_surf_points_abstract.h b/src/ml/dlib/dlib/image_keypoint/draw_surf_points_abstract.h
index 86a66ef49..86a66ef49 100644
--- a/ml/dlib/dlib/image_keypoint/draw_surf_points_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/draw_surf_points_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/fine_hog_image.h b/src/ml/dlib/dlib/image_keypoint/fine_hog_image.h
index a421ffe7c..a421ffe7c 100644
--- a/ml/dlib/dlib/image_keypoint/fine_hog_image.h
+++ b/src/ml/dlib/dlib/image_keypoint/fine_hog_image.h
diff --git a/ml/dlib/dlib/image_keypoint/fine_hog_image_abstract.h b/src/ml/dlib/dlib/image_keypoint/fine_hog_image_abstract.h
index 50be85afe..50be85afe 100644
--- a/ml/dlib/dlib/image_keypoint/fine_hog_image_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/fine_hog_image_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/hashed_feature_image.h b/src/ml/dlib/dlib/image_keypoint/hashed_feature_image.h
index 80f429330..80f429330 100644
--- a/ml/dlib/dlib/image_keypoint/hashed_feature_image.h
+++ b/src/ml/dlib/dlib/image_keypoint/hashed_feature_image.h
diff --git a/ml/dlib/dlib/image_keypoint/hashed_feature_image_abstract.h b/src/ml/dlib/dlib/image_keypoint/hashed_feature_image_abstract.h
index 90c1348c5..90c1348c5 100644
--- a/ml/dlib/dlib/image_keypoint/hashed_feature_image_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/hashed_feature_image_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/hessian_pyramid.h b/src/ml/dlib/dlib/image_keypoint/hessian_pyramid.h
index 2e672c0d0..2e672c0d0 100644
--- a/ml/dlib/dlib/image_keypoint/hessian_pyramid.h
+++ b/src/ml/dlib/dlib/image_keypoint/hessian_pyramid.h
diff --git a/ml/dlib/dlib/image_keypoint/hessian_pyramid_abstract.h b/src/ml/dlib/dlib/image_keypoint/hessian_pyramid_abstract.h
index 2db39c210..2db39c210 100644
--- a/ml/dlib/dlib/image_keypoint/hessian_pyramid_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/hessian_pyramid_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/hog.h b/src/ml/dlib/dlib/image_keypoint/hog.h
index 823c25d6d..823c25d6d 100644
--- a/ml/dlib/dlib/image_keypoint/hog.h
+++ b/src/ml/dlib/dlib/image_keypoint/hog.h
diff --git a/ml/dlib/dlib/image_keypoint/hog_abstract.h b/src/ml/dlib/dlib/image_keypoint/hog_abstract.h
index 26c8cab64..26c8cab64 100644
--- a/ml/dlib/dlib/image_keypoint/hog_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/hog_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image.h b/src/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image.h
index 2ee45da2f..2ee45da2f 100644
--- a/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image.h
+++ b/src/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image.h
diff --git a/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image_abstract.h b/src/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image_abstract.h
index 59d7cfeb7..59d7cfeb7 100644
--- a/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/nearest_neighbor_feature_image_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/poly_image.h b/src/ml/dlib/dlib/image_keypoint/poly_image.h
index 8abb912f0..8abb912f0 100644
--- a/ml/dlib/dlib/image_keypoint/poly_image.h
+++ b/src/ml/dlib/dlib/image_keypoint/poly_image.h
diff --git a/ml/dlib/dlib/image_keypoint/poly_image_abstract.h b/src/ml/dlib/dlib/image_keypoint/poly_image_abstract.h
index 2f17bb31e..2f17bb31e 100644
--- a/ml/dlib/dlib/image_keypoint/poly_image_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/poly_image_abstract.h
diff --git a/ml/dlib/dlib/image_keypoint/surf.h b/src/ml/dlib/dlib/image_keypoint/surf.h
index d12b30840..d12b30840 100644
--- a/ml/dlib/dlib/image_keypoint/surf.h
+++ b/src/ml/dlib/dlib/image_keypoint/surf.h
diff --git a/ml/dlib/dlib/image_keypoint/surf_abstract.h b/src/ml/dlib/dlib/image_keypoint/surf_abstract.h
index e539f3e24..e539f3e24 100644
--- a/ml/dlib/dlib/image_keypoint/surf_abstract.h
+++ b/src/ml/dlib/dlib/image_keypoint/surf_abstract.h
diff --git a/ml/dlib/dlib/image_loader/image_loader.h b/src/ml/dlib/dlib/image_loader/image_loader.h
index 4fa29dab2..4fa29dab2 100644
--- a/ml/dlib/dlib/image_loader/image_loader.h
+++ b/src/ml/dlib/dlib/image_loader/image_loader.h
diff --git a/ml/dlib/dlib/image_loader/image_loader_abstract.h b/src/ml/dlib/dlib/image_loader/image_loader_abstract.h
index cd66b3699..cd66b3699 100644
--- a/ml/dlib/dlib/image_loader/image_loader_abstract.h
+++ b/src/ml/dlib/dlib/image_loader/image_loader_abstract.h
diff --git a/ml/dlib/dlib/image_loader/jpeg_loader.cpp b/src/ml/dlib/dlib/image_loader/jpeg_loader.cpp
index 710d7586f..710d7586f 100644
--- a/ml/dlib/dlib/image_loader/jpeg_loader.cpp
+++ b/src/ml/dlib/dlib/image_loader/jpeg_loader.cpp
diff --git a/ml/dlib/dlib/image_loader/jpeg_loader.h b/src/ml/dlib/dlib/image_loader/jpeg_loader.h
index 097a461f8..097a461f8 100644
--- a/ml/dlib/dlib/image_loader/jpeg_loader.h
+++ b/src/ml/dlib/dlib/image_loader/jpeg_loader.h
diff --git a/ml/dlib/dlib/image_loader/jpeg_loader_abstract.h b/src/ml/dlib/dlib/image_loader/jpeg_loader_abstract.h
index 48b5bb031..48b5bb031 100644
--- a/ml/dlib/dlib/image_loader/jpeg_loader_abstract.h
+++ b/src/ml/dlib/dlib/image_loader/jpeg_loader_abstract.h
diff --git a/ml/dlib/dlib/image_loader/load_image.h b/src/ml/dlib/dlib/image_loader/load_image.h
index 64ccea9f2..64ccea9f2 100644
--- a/ml/dlib/dlib/image_loader/load_image.h
+++ b/src/ml/dlib/dlib/image_loader/load_image.h
diff --git a/ml/dlib/dlib/image_loader/load_image_abstract.h b/src/ml/dlib/dlib/image_loader/load_image_abstract.h
index f357bb278..f357bb278 100644
--- a/ml/dlib/dlib/image_loader/load_image_abstract.h
+++ b/src/ml/dlib/dlib/image_loader/load_image_abstract.h
diff --git a/ml/dlib/dlib/image_loader/png_loader.cpp b/src/ml/dlib/dlib/image_loader/png_loader.cpp
index 3346ddb6a..3346ddb6a 100644
--- a/ml/dlib/dlib/image_loader/png_loader.cpp
+++ b/src/ml/dlib/dlib/image_loader/png_loader.cpp
diff --git a/ml/dlib/dlib/image_loader/png_loader.h b/src/ml/dlib/dlib/image_loader/png_loader.h
index 291d3fddd..291d3fddd 100644
--- a/ml/dlib/dlib/image_loader/png_loader.h
+++ b/src/ml/dlib/dlib/image_loader/png_loader.h
diff --git a/ml/dlib/dlib/image_loader/png_loader_abstract.h b/src/ml/dlib/dlib/image_loader/png_loader_abstract.h
index d81e7f83a..d81e7f83a 100644
--- a/ml/dlib/dlib/image_loader/png_loader_abstract.h
+++ b/src/ml/dlib/dlib/image_loader/png_loader_abstract.h
diff --git a/ml/dlib/dlib/image_processing.h b/src/ml/dlib/dlib/image_processing.h
index a53f4a9d1..a53f4a9d1 100644
--- a/ml/dlib/dlib/image_processing.h
+++ b/src/ml/dlib/dlib/image_processing.h
diff --git a/ml/dlib/dlib/image_processing/box_overlap_testing.h b/src/ml/dlib/dlib/image_processing/box_overlap_testing.h
index 32409d13e..32409d13e 100644
--- a/ml/dlib/dlib/image_processing/box_overlap_testing.h
+++ b/src/ml/dlib/dlib/image_processing/box_overlap_testing.h
diff --git a/ml/dlib/dlib/image_processing/box_overlap_testing_abstract.h b/src/ml/dlib/dlib/image_processing/box_overlap_testing_abstract.h
index 1bb4a28ae..1bb4a28ae 100644
--- a/ml/dlib/dlib/image_processing/box_overlap_testing_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/box_overlap_testing_abstract.h
diff --git a/ml/dlib/dlib/image_processing/correlation_tracker.h b/src/ml/dlib/dlib/image_processing/correlation_tracker.h
index f005ddc7b..f005ddc7b 100644
--- a/ml/dlib/dlib/image_processing/correlation_tracker.h
+++ b/src/ml/dlib/dlib/image_processing/correlation_tracker.h
diff --git a/ml/dlib/dlib/image_processing/correlation_tracker_abstract.h b/src/ml/dlib/dlib/image_processing/correlation_tracker_abstract.h
index 5514f5e76..5514f5e76 100644
--- a/ml/dlib/dlib/image_processing/correlation_tracker_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/correlation_tracker_abstract.h
diff --git a/ml/dlib/dlib/image_processing/detection_template_tools.h b/src/ml/dlib/dlib/image_processing/detection_template_tools.h
index b22c109fe..b22c109fe 100644
--- a/ml/dlib/dlib/image_processing/detection_template_tools.h
+++ b/src/ml/dlib/dlib/image_processing/detection_template_tools.h
diff --git a/ml/dlib/dlib/image_processing/detection_template_tools_abstract.h b/src/ml/dlib/dlib/image_processing/detection_template_tools_abstract.h
index 30b0ad5b9..30b0ad5b9 100644
--- a/ml/dlib/dlib/image_processing/detection_template_tools_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/detection_template_tools_abstract.h
diff --git a/ml/dlib/dlib/image_processing/frontal_face_detector.h b/src/ml/dlib/dlib/image_processing/frontal_face_detector.h
index 3f4b59769..3f4b59769 100644
--- a/ml/dlib/dlib/image_processing/frontal_face_detector.h
+++ b/src/ml/dlib/dlib/image_processing/frontal_face_detector.h
diff --git a/ml/dlib/dlib/image_processing/frontal_face_detector_abstract.h b/src/ml/dlib/dlib/image_processing/frontal_face_detector_abstract.h
index 20815cd0e..20815cd0e 100644
--- a/ml/dlib/dlib/image_processing/frontal_face_detector_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/frontal_face_detector_abstract.h
diff --git a/ml/dlib/dlib/image_processing/full_object_detection.h b/src/ml/dlib/dlib/image_processing/full_object_detection.h
index 1dfc99b2d..1dfc99b2d 100644
--- a/ml/dlib/dlib/image_processing/full_object_detection.h
+++ b/src/ml/dlib/dlib/image_processing/full_object_detection.h
diff --git a/ml/dlib/dlib/image_processing/full_object_detection_abstract.h b/src/ml/dlib/dlib/image_processing/full_object_detection_abstract.h
index 099ee01b0..099ee01b0 100644
--- a/ml/dlib/dlib/image_processing/full_object_detection_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/full_object_detection_abstract.h
diff --git a/ml/dlib/dlib/image_processing/generic_image.h b/src/ml/dlib/dlib/image_processing/generic_image.h
index 362277368..362277368 100644
--- a/ml/dlib/dlib/image_processing/generic_image.h
+++ b/src/ml/dlib/dlib/image_processing/generic_image.h
diff --git a/ml/dlib/dlib/image_processing/object_detector.h b/src/ml/dlib/dlib/image_processing/object_detector.h
index 9f78abd19..9f78abd19 100644
--- a/ml/dlib/dlib/image_processing/object_detector.h
+++ b/src/ml/dlib/dlib/image_processing/object_detector.h
diff --git a/ml/dlib/dlib/image_processing/object_detector_abstract.h b/src/ml/dlib/dlib/image_processing/object_detector_abstract.h
index 9578d8b03..9578d8b03 100644
--- a/ml/dlib/dlib/image_processing/object_detector_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/object_detector_abstract.h
diff --git a/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles.h b/src/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles.h
index 95ab4f353..95ab4f353 100644
--- a/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles.h
+++ b/src/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles.h
diff --git a/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles_abstract.h b/src/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles_abstract.h
index 328326f1c..328326f1c 100644
--- a/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/remove_unobtainable_rectangles_abstract.h
diff --git a/ml/dlib/dlib/image_processing/render_face_detections.h b/src/ml/dlib/dlib/image_processing/render_face_detections.h
index 96ff8971f..96ff8971f 100644
--- a/ml/dlib/dlib/image_processing/render_face_detections.h
+++ b/src/ml/dlib/dlib/image_processing/render_face_detections.h
diff --git a/ml/dlib/dlib/image_processing/render_face_detections_abstract.h b/src/ml/dlib/dlib/image_processing/render_face_detections_abstract.h
index f609c8e8c..f609c8e8c 100644
--- a/ml/dlib/dlib/image_processing/render_face_detections_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/render_face_detections_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_fhog_pyramid.h b/src/ml/dlib/dlib/image_processing/scan_fhog_pyramid.h
index 5ae0310af..5ae0310af 100644
--- a/ml/dlib/dlib/image_processing/scan_fhog_pyramid.h
+++ b/src/ml/dlib/dlib/image_processing/scan_fhog_pyramid.h
diff --git a/ml/dlib/dlib/image_processing/scan_fhog_pyramid_abstract.h b/src/ml/dlib/dlib/image_processing/scan_fhog_pyramid_abstract.h
index d12a2b2b8..d12a2b2b8 100644
--- a/ml/dlib/dlib/image_processing/scan_fhog_pyramid_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_fhog_pyramid_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_image.h b/src/ml/dlib/dlib/image_processing/scan_image.h
index 1a9c46eda..1a9c46eda 100644
--- a/ml/dlib/dlib/image_processing/scan_image.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_abstract.h b/src/ml/dlib/dlib/image_processing/scan_image_abstract.h
index fe2fc51ac..fe2fc51ac 100644
--- a/ml/dlib/dlib/image_processing/scan_image_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_boxes.h b/src/ml/dlib/dlib/image_processing/scan_image_boxes.h
index f4549565c..f4549565c 100644
--- a/ml/dlib/dlib/image_processing/scan_image_boxes.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_boxes.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_boxes_abstract.h b/src/ml/dlib/dlib/image_processing/scan_image_boxes_abstract.h
index e2f16aa76..e2f16aa76 100644
--- a/ml/dlib/dlib/image_processing/scan_image_boxes_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_boxes_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_custom.h b/src/ml/dlib/dlib/image_processing/scan_image_custom.h
index 29b969fca..29b969fca 100644
--- a/ml/dlib/dlib/image_processing/scan_image_custom.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_custom.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_custom_abstract.h b/src/ml/dlib/dlib/image_processing/scan_image_custom_abstract.h
index ca3ba402a..ca3ba402a 100644
--- a/ml/dlib/dlib/image_processing/scan_image_custom_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_custom_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_pyramid.h b/src/ml/dlib/dlib/image_processing/scan_image_pyramid.h
index 455f1a649..455f1a649 100644
--- a/ml/dlib/dlib/image_processing/scan_image_pyramid.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_pyramid.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_pyramid_abstract.h b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_abstract.h
index e985a3f32..e985a3f32 100644
--- a/ml/dlib/dlib/image_processing/scan_image_pyramid_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_abstract.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_pyramid_tools.h b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_tools.h
index 874b995b4..874b995b4 100644
--- a/ml/dlib/dlib/image_processing/scan_image_pyramid_tools.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_tools.h
diff --git a/ml/dlib/dlib/image_processing/scan_image_pyramid_tools_abstract.h b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_tools_abstract.h
index 83a572df7..83a572df7 100644
--- a/ml/dlib/dlib/image_processing/scan_image_pyramid_tools_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/scan_image_pyramid_tools_abstract.h
diff --git a/ml/dlib/dlib/image_processing/setup_hashed_features.h b/src/ml/dlib/dlib/image_processing/setup_hashed_features.h
index 5b82cecb4..5b82cecb4 100644
--- a/ml/dlib/dlib/image_processing/setup_hashed_features.h
+++ b/src/ml/dlib/dlib/image_processing/setup_hashed_features.h
diff --git a/ml/dlib/dlib/image_processing/setup_hashed_features_abstract.h b/src/ml/dlib/dlib/image_processing/setup_hashed_features_abstract.h
index 886411cd4..886411cd4 100644
--- a/ml/dlib/dlib/image_processing/setup_hashed_features_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/setup_hashed_features_abstract.h
diff --git a/ml/dlib/dlib/image_processing/shape_predictor.h b/src/ml/dlib/dlib/image_processing/shape_predictor.h
index 05e9a60fd..05e9a60fd 100644
--- a/ml/dlib/dlib/image_processing/shape_predictor.h
+++ b/src/ml/dlib/dlib/image_processing/shape_predictor.h
diff --git a/ml/dlib/dlib/image_processing/shape_predictor_abstract.h b/src/ml/dlib/dlib/image_processing/shape_predictor_abstract.h
index 718b4952e..718b4952e 100644
--- a/ml/dlib/dlib/image_processing/shape_predictor_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/shape_predictor_abstract.h
diff --git a/ml/dlib/dlib/image_processing/shape_predictor_trainer.h b/src/ml/dlib/dlib/image_processing/shape_predictor_trainer.h
index 3090998f9..3090998f9 100644
--- a/ml/dlib/dlib/image_processing/shape_predictor_trainer.h
+++ b/src/ml/dlib/dlib/image_processing/shape_predictor_trainer.h
diff --git a/ml/dlib/dlib/image_processing/shape_predictor_trainer_abstract.h b/src/ml/dlib/dlib/image_processing/shape_predictor_trainer_abstract.h
index 278b97842..278b97842 100644
--- a/ml/dlib/dlib/image_processing/shape_predictor_trainer_abstract.h
+++ b/src/ml/dlib/dlib/image_processing/shape_predictor_trainer_abstract.h
diff --git a/ml/dlib/dlib/image_saver/dng_shared.h b/src/ml/dlib/dlib/image_saver/dng_shared.h
index d098851b3..d098851b3 100644
--- a/ml/dlib/dlib/image_saver/dng_shared.h
+++ b/src/ml/dlib/dlib/image_saver/dng_shared.h
diff --git a/ml/dlib/dlib/image_saver/image_saver.h b/src/ml/dlib/dlib/image_saver/image_saver.h
index 43a2717af..43a2717af 100644
--- a/ml/dlib/dlib/image_saver/image_saver.h
+++ b/src/ml/dlib/dlib/image_saver/image_saver.h
diff --git a/ml/dlib/dlib/image_saver/image_saver_abstract.h b/src/ml/dlib/dlib/image_saver/image_saver_abstract.h
index 82f91ed45..82f91ed45 100644
--- a/ml/dlib/dlib/image_saver/image_saver_abstract.h
+++ b/src/ml/dlib/dlib/image_saver/image_saver_abstract.h
diff --git a/ml/dlib/dlib/image_saver/save_jpeg.cpp b/src/ml/dlib/dlib/image_saver/save_jpeg.cpp
index ef637fa7a..ef637fa7a 100644
--- a/ml/dlib/dlib/image_saver/save_jpeg.cpp
+++ b/src/ml/dlib/dlib/image_saver/save_jpeg.cpp
diff --git a/ml/dlib/dlib/image_saver/save_jpeg.h b/src/ml/dlib/dlib/image_saver/save_jpeg.h
index fb1808c44..fb1808c44 100644
--- a/ml/dlib/dlib/image_saver/save_jpeg.h
+++ b/src/ml/dlib/dlib/image_saver/save_jpeg.h
diff --git a/ml/dlib/dlib/image_saver/save_jpeg_abstract.h b/src/ml/dlib/dlib/image_saver/save_jpeg_abstract.h
index f441339b9..f441339b9 100644
--- a/ml/dlib/dlib/image_saver/save_jpeg_abstract.h
+++ b/src/ml/dlib/dlib/image_saver/save_jpeg_abstract.h
diff --git a/ml/dlib/dlib/image_saver/save_png.cpp b/src/ml/dlib/dlib/image_saver/save_png.cpp
index 1c96b929c..1c96b929c 100644
--- a/ml/dlib/dlib/image_saver/save_png.cpp
+++ b/src/ml/dlib/dlib/image_saver/save_png.cpp
diff --git a/ml/dlib/dlib/image_saver/save_png.h b/src/ml/dlib/dlib/image_saver/save_png.h
index cddf03ff6..cddf03ff6 100644
--- a/ml/dlib/dlib/image_saver/save_png.h
+++ b/src/ml/dlib/dlib/image_saver/save_png.h
diff --git a/ml/dlib/dlib/image_saver/save_png_abstract.h b/src/ml/dlib/dlib/image_saver/save_png_abstract.h
index ae495d1f2..ae495d1f2 100644
--- a/ml/dlib/dlib/image_saver/save_png_abstract.h
+++ b/src/ml/dlib/dlib/image_saver/save_png_abstract.h
diff --git a/ml/dlib/dlib/image_transforms.h b/src/ml/dlib/dlib/image_transforms.h
index 89b4e0db6..89b4e0db6 100644
--- a/ml/dlib/dlib/image_transforms.h
+++ b/src/ml/dlib/dlib/image_transforms.h
diff --git a/ml/dlib/dlib/image_transforms/assign_image.h b/src/ml/dlib/dlib/image_transforms/assign_image.h
index c69878efa..c69878efa 100644
--- a/ml/dlib/dlib/image_transforms/assign_image.h
+++ b/src/ml/dlib/dlib/image_transforms/assign_image.h
diff --git a/ml/dlib/dlib/image_transforms/assign_image_abstract.h b/src/ml/dlib/dlib/image_transforms/assign_image_abstract.h
index 5ba262ba5..5ba262ba5 100644
--- a/ml/dlib/dlib/image_transforms/assign_image_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/assign_image_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/colormaps.h b/src/ml/dlib/dlib/image_transforms/colormaps.h
index 813d1ff75..813d1ff75 100644
--- a/ml/dlib/dlib/image_transforms/colormaps.h
+++ b/src/ml/dlib/dlib/image_transforms/colormaps.h
diff --git a/ml/dlib/dlib/image_transforms/colormaps_abstract.h b/src/ml/dlib/dlib/image_transforms/colormaps_abstract.h
index 41a7784ba..41a7784ba 100644
--- a/ml/dlib/dlib/image_transforms/colormaps_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/colormaps_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/draw.h b/src/ml/dlib/dlib/image_transforms/draw.h
index 66737b215..66737b215 100644
--- a/ml/dlib/dlib/image_transforms/draw.h
+++ b/src/ml/dlib/dlib/image_transforms/draw.h
diff --git a/ml/dlib/dlib/image_transforms/draw_abstract.h b/src/ml/dlib/dlib/image_transforms/draw_abstract.h
index 6631f8d8f..6631f8d8f 100644
--- a/ml/dlib/dlib/image_transforms/draw_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/draw_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/edge_detector.h b/src/ml/dlib/dlib/image_transforms/edge_detector.h
index 2fa898fed..2fa898fed 100644
--- a/ml/dlib/dlib/image_transforms/edge_detector.h
+++ b/src/ml/dlib/dlib/image_transforms/edge_detector.h
diff --git a/ml/dlib/dlib/image_transforms/edge_detector_abstract.h b/src/ml/dlib/dlib/image_transforms/edge_detector_abstract.h
index 42c991665..42c991665 100644
--- a/ml/dlib/dlib/image_transforms/edge_detector_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/edge_detector_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/equalize_histogram.h b/src/ml/dlib/dlib/image_transforms/equalize_histogram.h
index dd048759a..dd048759a 100644
--- a/ml/dlib/dlib/image_transforms/equalize_histogram.h
+++ b/src/ml/dlib/dlib/image_transforms/equalize_histogram.h
diff --git a/ml/dlib/dlib/image_transforms/equalize_histogram_abstract.h b/src/ml/dlib/dlib/image_transforms/equalize_histogram_abstract.h
index 2592aef1a..2592aef1a 100644
--- a/ml/dlib/dlib/image_transforms/equalize_histogram_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/equalize_histogram_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/fhog.h b/src/ml/dlib/dlib/image_transforms/fhog.h
index d99973adf..d99973adf 100644
--- a/ml/dlib/dlib/image_transforms/fhog.h
+++ b/src/ml/dlib/dlib/image_transforms/fhog.h
diff --git a/ml/dlib/dlib/image_transforms/fhog_abstract.h b/src/ml/dlib/dlib/image_transforms/fhog_abstract.h
index f66c5d55a..f66c5d55a 100644
--- a/ml/dlib/dlib/image_transforms/fhog_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/fhog_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/hough_transform.h b/src/ml/dlib/dlib/image_transforms/hough_transform.h
index 477b4dc2b..477b4dc2b 100644
--- a/ml/dlib/dlib/image_transforms/hough_transform.h
+++ b/src/ml/dlib/dlib/image_transforms/hough_transform.h
diff --git a/ml/dlib/dlib/image_transforms/hough_transform_abstract.h b/src/ml/dlib/dlib/image_transforms/hough_transform_abstract.h
index f0ff2b550..f0ff2b550 100644
--- a/ml/dlib/dlib/image_transforms/hough_transform_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/hough_transform_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/image_pyramid.h b/src/ml/dlib/dlib/image_transforms/image_pyramid.h
index 3efed30d8..3efed30d8 100644
--- a/ml/dlib/dlib/image_transforms/image_pyramid.h
+++ b/src/ml/dlib/dlib/image_transforms/image_pyramid.h
diff --git a/ml/dlib/dlib/image_transforms/image_pyramid_abstract.h b/src/ml/dlib/dlib/image_transforms/image_pyramid_abstract.h
index a61b275fd..a61b275fd 100644
--- a/ml/dlib/dlib/image_transforms/image_pyramid_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/image_pyramid_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/integral_image.h b/src/ml/dlib/dlib/image_transforms/integral_image.h
index 2ae47d921..2ae47d921 100644
--- a/ml/dlib/dlib/image_transforms/integral_image.h
+++ b/src/ml/dlib/dlib/image_transforms/integral_image.h
diff --git a/ml/dlib/dlib/image_transforms/integral_image_abstract.h b/src/ml/dlib/dlib/image_transforms/integral_image_abstract.h
index 583fa0375..583fa0375 100644
--- a/ml/dlib/dlib/image_transforms/integral_image_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/integral_image_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/interpolation.h b/src/ml/dlib/dlib/image_transforms/interpolation.h
index 11c561e2d..11c561e2d 100644
--- a/ml/dlib/dlib/image_transforms/interpolation.h
+++ b/src/ml/dlib/dlib/image_transforms/interpolation.h
diff --git a/ml/dlib/dlib/image_transforms/interpolation_abstract.h b/src/ml/dlib/dlib/image_transforms/interpolation_abstract.h
index f2da2fb02..f2da2fb02 100644
--- a/ml/dlib/dlib/image_transforms/interpolation_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/interpolation_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/label_connected_blobs.h b/src/ml/dlib/dlib/image_transforms/label_connected_blobs.h
index c25346c76..c25346c76 100644
--- a/ml/dlib/dlib/image_transforms/label_connected_blobs.h
+++ b/src/ml/dlib/dlib/image_transforms/label_connected_blobs.h
diff --git a/ml/dlib/dlib/image_transforms/label_connected_blobs_abstract.h b/src/ml/dlib/dlib/image_transforms/label_connected_blobs_abstract.h
index 5dc984000..5dc984000 100644
--- a/ml/dlib/dlib/image_transforms/label_connected_blobs_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/label_connected_blobs_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/lbp.h b/src/ml/dlib/dlib/image_transforms/lbp.h
index b6bbac9cf..b6bbac9cf 100644
--- a/ml/dlib/dlib/image_transforms/lbp.h
+++ b/src/ml/dlib/dlib/image_transforms/lbp.h
diff --git a/ml/dlib/dlib/image_transforms/lbp_abstract.h b/src/ml/dlib/dlib/image_transforms/lbp_abstract.h
index 1a20082a2..1a20082a2 100644
--- a/ml/dlib/dlib/image_transforms/lbp_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/lbp_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/morphological_operations.h b/src/ml/dlib/dlib/image_transforms/morphological_operations.h
index a659e4bdc..a659e4bdc 100644
--- a/ml/dlib/dlib/image_transforms/morphological_operations.h
+++ b/src/ml/dlib/dlib/image_transforms/morphological_operations.h
diff --git a/ml/dlib/dlib/image_transforms/morphological_operations_abstract.h b/src/ml/dlib/dlib/image_transforms/morphological_operations_abstract.h
index c69bdd1ca..c69bdd1ca 100644
--- a/ml/dlib/dlib/image_transforms/morphological_operations_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/morphological_operations_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/random_color_transform.h b/src/ml/dlib/dlib/image_transforms/random_color_transform.h
index 7433da1f7..7433da1f7 100644
--- a/ml/dlib/dlib/image_transforms/random_color_transform.h
+++ b/src/ml/dlib/dlib/image_transforms/random_color_transform.h
diff --git a/ml/dlib/dlib/image_transforms/random_color_transform_abstract.h b/src/ml/dlib/dlib/image_transforms/random_color_transform_abstract.h
index 5826e16a6..5826e16a6 100644
--- a/ml/dlib/dlib/image_transforms/random_color_transform_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/random_color_transform_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/random_cropper.h b/src/ml/dlib/dlib/image_transforms/random_cropper.h
index 2c754b608..2c754b608 100644
--- a/ml/dlib/dlib/image_transforms/random_cropper.h
+++ b/src/ml/dlib/dlib/image_transforms/random_cropper.h
diff --git a/ml/dlib/dlib/image_transforms/random_cropper_abstract.h b/src/ml/dlib/dlib/image_transforms/random_cropper_abstract.h
index 7603a1c47..7603a1c47 100644
--- a/ml/dlib/dlib/image_transforms/random_cropper_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/random_cropper_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/segment_image.h b/src/ml/dlib/dlib/image_transforms/segment_image.h
index 3b57e4801..3b57e4801 100644
--- a/ml/dlib/dlib/image_transforms/segment_image.h
+++ b/src/ml/dlib/dlib/image_transforms/segment_image.h
diff --git a/ml/dlib/dlib/image_transforms/segment_image_abstract.h b/src/ml/dlib/dlib/image_transforms/segment_image_abstract.h
index af1af46a1..af1af46a1 100644
--- a/ml/dlib/dlib/image_transforms/segment_image_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/segment_image_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/spatial_filtering.h b/src/ml/dlib/dlib/image_transforms/spatial_filtering.h
index 91dcae321..91dcae321 100644
--- a/ml/dlib/dlib/image_transforms/spatial_filtering.h
+++ b/src/ml/dlib/dlib/image_transforms/spatial_filtering.h
diff --git a/ml/dlib/dlib/image_transforms/spatial_filtering_abstract.h b/src/ml/dlib/dlib/image_transforms/spatial_filtering_abstract.h
index 5e200aa9a..5e200aa9a 100644
--- a/ml/dlib/dlib/image_transforms/spatial_filtering_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/spatial_filtering_abstract.h
diff --git a/ml/dlib/dlib/image_transforms/thresholding.h b/src/ml/dlib/dlib/image_transforms/thresholding.h
index e4fb02c4a..e4fb02c4a 100644
--- a/ml/dlib/dlib/image_transforms/thresholding.h
+++ b/src/ml/dlib/dlib/image_transforms/thresholding.h
diff --git a/ml/dlib/dlib/image_transforms/thresholding_abstract.h b/src/ml/dlib/dlib/image_transforms/thresholding_abstract.h
index e7c1e8826..e7c1e8826 100644
--- a/ml/dlib/dlib/image_transforms/thresholding_abstract.h
+++ b/src/ml/dlib/dlib/image_transforms/thresholding_abstract.h
diff --git a/ml/dlib/dlib/interfaces/cmd_line_parser_option.h b/src/ml/dlib/dlib/interfaces/cmd_line_parser_option.h
index 797dcd2e6..797dcd2e6 100644
--- a/ml/dlib/dlib/interfaces/cmd_line_parser_option.h
+++ b/src/ml/dlib/dlib/interfaces/cmd_line_parser_option.h
diff --git a/ml/dlib/dlib/interfaces/enumerable.h b/src/ml/dlib/dlib/interfaces/enumerable.h
index e8f5ae78c..e8f5ae78c 100644
--- a/ml/dlib/dlib/interfaces/enumerable.h
+++ b/src/ml/dlib/dlib/interfaces/enumerable.h
diff --git a/ml/dlib/dlib/interfaces/map_pair.h b/src/ml/dlib/dlib/interfaces/map_pair.h
index 64310152e..64310152e 100644
--- a/ml/dlib/dlib/interfaces/map_pair.h
+++ b/src/ml/dlib/dlib/interfaces/map_pair.h
diff --git a/ml/dlib/dlib/interfaces/remover.h b/src/ml/dlib/dlib/interfaces/remover.h
index f2098cba6..f2098cba6 100644
--- a/ml/dlib/dlib/interfaces/remover.h
+++ b/src/ml/dlib/dlib/interfaces/remover.h
diff --git a/ml/dlib/dlib/iomanip b/src/ml/dlib/dlib/iomanip
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/iomanip
+++ b/src/ml/dlib/dlib/iomanip
diff --git a/ml/dlib/dlib/iosfwd b/src/ml/dlib/dlib/iosfwd
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/iosfwd
+++ b/src/ml/dlib/dlib/iosfwd
diff --git a/ml/dlib/dlib/iosockstream.h b/src/ml/dlib/dlib/iosockstream.h
index da1b9b505..da1b9b505 100644
--- a/ml/dlib/dlib/iosockstream.h
+++ b/src/ml/dlib/dlib/iosockstream.h
diff --git a/ml/dlib/dlib/iosockstream/iosockstream.h b/src/ml/dlib/dlib/iosockstream/iosockstream.h
index e49d2e37f..e49d2e37f 100644
--- a/ml/dlib/dlib/iosockstream/iosockstream.h
+++ b/src/ml/dlib/dlib/iosockstream/iosockstream.h
diff --git a/ml/dlib/dlib/iosockstream/iosockstream_abstract.h b/src/ml/dlib/dlib/iosockstream/iosockstream_abstract.h
index 2328f426e..2328f426e 100644
--- a/ml/dlib/dlib/iosockstream/iosockstream_abstract.h
+++ b/src/ml/dlib/dlib/iosockstream/iosockstream_abstract.h
diff --git a/ml/dlib/dlib/iostream b/src/ml/dlib/dlib/iostream
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/iostream
+++ b/src/ml/dlib/dlib/iostream
diff --git a/ml/dlib/dlib/is_kind.h b/src/ml/dlib/dlib/is_kind.h
index e8dcb6320..e8dcb6320 100644
--- a/ml/dlib/dlib/is_kind.h
+++ b/src/ml/dlib/dlib/is_kind.h
diff --git a/ml/dlib/dlib/istream b/src/ml/dlib/dlib/istream
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/istream
+++ b/src/ml/dlib/dlib/istream
diff --git a/ml/dlib/dlib/java/CMakeLists.txt b/src/ml/dlib/dlib/java/CMakeLists.txt
index 4d66a513c..4d66a513c 100644
--- a/ml/dlib/dlib/java/CMakeLists.txt
+++ b/src/ml/dlib/dlib/java/CMakeLists.txt
diff --git a/ml/dlib/dlib/java/cmake_swig_jni b/src/ml/dlib/dlib/java/cmake_swig_jni
index d74dd60ec..d74dd60ec 100644
--- a/ml/dlib/dlib/java/cmake_swig_jni
+++ b/src/ml/dlib/dlib/java/cmake_swig_jni
diff --git a/ml/dlib/dlib/java/java_array.h b/src/ml/dlib/dlib/java/java_array.h
index 6c4d5f03d..6c4d5f03d 100644
--- a/ml/dlib/dlib/java/java_array.h
+++ b/src/ml/dlib/dlib/java/java_array.h
diff --git a/ml/dlib/dlib/java/run_test.sh b/src/ml/dlib/dlib/java/run_test.sh
index 192ea6c8b..192ea6c8b 100755
--- a/ml/dlib/dlib/java/run_test.sh
+++ b/src/ml/dlib/dlib/java/run_test.sh
diff --git a/ml/dlib/dlib/java/swig_api.h b/src/ml/dlib/dlib/java/swig_api.h
index e807c6c8f..e807c6c8f 100644
--- a/ml/dlib/dlib/java/swig_api.h
+++ b/src/ml/dlib/dlib/java/swig_api.h
diff --git a/ml/dlib/dlib/java/swig_test.java b/src/ml/dlib/dlib/java/swig_test.java
index e75edb913..e75edb913 100644
--- a/ml/dlib/dlib/java/swig_test.java
+++ b/src/ml/dlib/dlib/java/swig_test.java
diff --git a/ml/dlib/dlib/linker.h b/src/ml/dlib/dlib/linker.h
index e4f9b5daf..e4f9b5daf 100644
--- a/ml/dlib/dlib/linker.h
+++ b/src/ml/dlib/dlib/linker.h
diff --git a/ml/dlib/dlib/linker/linker_kernel_1.cpp b/src/ml/dlib/dlib/linker/linker_kernel_1.cpp
index e76009b37..e76009b37 100644
--- a/ml/dlib/dlib/linker/linker_kernel_1.cpp
+++ b/src/ml/dlib/dlib/linker/linker_kernel_1.cpp
diff --git a/ml/dlib/dlib/linker/linker_kernel_1.h b/src/ml/dlib/dlib/linker/linker_kernel_1.h
index b101026b2..b101026b2 100644
--- a/ml/dlib/dlib/linker/linker_kernel_1.h
+++ b/src/ml/dlib/dlib/linker/linker_kernel_1.h
diff --git a/ml/dlib/dlib/linker/linker_kernel_abstract.h b/src/ml/dlib/dlib/linker/linker_kernel_abstract.h
index cef0901e4..cef0901e4 100644
--- a/ml/dlib/dlib/linker/linker_kernel_abstract.h
+++ b/src/ml/dlib/dlib/linker/linker_kernel_abstract.h
diff --git a/ml/dlib/dlib/locale b/src/ml/dlib/dlib/locale
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/locale
+++ b/src/ml/dlib/dlib/locale
diff --git a/ml/dlib/dlib/logger.h b/src/ml/dlib/dlib/logger.h
index e49fad8fd..e49fad8fd 100644
--- a/ml/dlib/dlib/logger.h
+++ b/src/ml/dlib/dlib/logger.h
diff --git a/ml/dlib/dlib/logger/extra_logger_headers.cpp b/src/ml/dlib/dlib/logger/extra_logger_headers.cpp
index becc1ab2b..becc1ab2b 100644
--- a/ml/dlib/dlib/logger/extra_logger_headers.cpp
+++ b/src/ml/dlib/dlib/logger/extra_logger_headers.cpp
diff --git a/ml/dlib/dlib/logger/extra_logger_headers.h b/src/ml/dlib/dlib/logger/extra_logger_headers.h
index 6eb24d84c..6eb24d84c 100644
--- a/ml/dlib/dlib/logger/extra_logger_headers.h
+++ b/src/ml/dlib/dlib/logger/extra_logger_headers.h
diff --git a/ml/dlib/dlib/logger/logger_config_file.cpp b/src/ml/dlib/dlib/logger/logger_config_file.cpp
index 108f66c8c..108f66c8c 100644
--- a/ml/dlib/dlib/logger/logger_config_file.cpp
+++ b/src/ml/dlib/dlib/logger/logger_config_file.cpp
diff --git a/ml/dlib/dlib/logger/logger_config_file.h b/src/ml/dlib/dlib/logger/logger_config_file.h
index b0a030f80..b0a030f80 100644
--- a/ml/dlib/dlib/logger/logger_config_file.h
+++ b/src/ml/dlib/dlib/logger/logger_config_file.h
diff --git a/ml/dlib/dlib/logger/logger_kernel_1.cpp b/src/ml/dlib/dlib/logger/logger_kernel_1.cpp
index 093cd29a8..093cd29a8 100644
--- a/ml/dlib/dlib/logger/logger_kernel_1.cpp
+++ b/src/ml/dlib/dlib/logger/logger_kernel_1.cpp
diff --git a/ml/dlib/dlib/logger/logger_kernel_1.h b/src/ml/dlib/dlib/logger/logger_kernel_1.h
index 528bd6f67..528bd6f67 100644
--- a/ml/dlib/dlib/logger/logger_kernel_1.h
+++ b/src/ml/dlib/dlib/logger/logger_kernel_1.h
diff --git a/ml/dlib/dlib/logger/logger_kernel_abstract.h b/src/ml/dlib/dlib/logger/logger_kernel_abstract.h
index b6a4367a2..b6a4367a2 100644
--- a/ml/dlib/dlib/logger/logger_kernel_abstract.h
+++ b/src/ml/dlib/dlib/logger/logger_kernel_abstract.h
diff --git a/ml/dlib/dlib/lsh.h b/src/ml/dlib/dlib/lsh.h
index 28f4b9bc4..28f4b9bc4 100644
--- a/ml/dlib/dlib/lsh.h
+++ b/src/ml/dlib/dlib/lsh.h
diff --git a/ml/dlib/dlib/lsh/create_random_projection_hash.h b/src/ml/dlib/dlib/lsh/create_random_projection_hash.h
index b3aecd9ec..b3aecd9ec 100644
--- a/ml/dlib/dlib/lsh/create_random_projection_hash.h
+++ b/src/ml/dlib/dlib/lsh/create_random_projection_hash.h
diff --git a/ml/dlib/dlib/lsh/create_random_projection_hash_abstract.h b/src/ml/dlib/dlib/lsh/create_random_projection_hash_abstract.h
index cff55b9a5..cff55b9a5 100644
--- a/ml/dlib/dlib/lsh/create_random_projection_hash_abstract.h
+++ b/src/ml/dlib/dlib/lsh/create_random_projection_hash_abstract.h
diff --git a/ml/dlib/dlib/lsh/hashes.h b/src/ml/dlib/dlib/lsh/hashes.h
index 35053ce4e..35053ce4e 100644
--- a/ml/dlib/dlib/lsh/hashes.h
+++ b/src/ml/dlib/dlib/lsh/hashes.h
diff --git a/ml/dlib/dlib/lsh/hashes_abstract.h b/src/ml/dlib/dlib/lsh/hashes_abstract.h
index 27f8ddb69..27f8ddb69 100644
--- a/ml/dlib/dlib/lsh/hashes_abstract.h
+++ b/src/ml/dlib/dlib/lsh/hashes_abstract.h
diff --git a/ml/dlib/dlib/lsh/projection_hash.h b/src/ml/dlib/dlib/lsh/projection_hash.h
index 16de0ba11..16de0ba11 100644
--- a/ml/dlib/dlib/lsh/projection_hash.h
+++ b/src/ml/dlib/dlib/lsh/projection_hash.h
diff --git a/ml/dlib/dlib/lsh/projection_hash_abstract.h b/src/ml/dlib/dlib/lsh/projection_hash_abstract.h
index abe78d10c..abe78d10c 100644
--- a/ml/dlib/dlib/lsh/projection_hash_abstract.h
+++ b/src/ml/dlib/dlib/lsh/projection_hash_abstract.h
diff --git a/ml/dlib/dlib/lz77_buffer.h b/src/ml/dlib/dlib/lz77_buffer.h
index b7364ad9a..b7364ad9a 100644
--- a/ml/dlib/dlib/lz77_buffer.h
+++ b/src/ml/dlib/dlib/lz77_buffer.h
diff --git a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_1.h b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_1.h
index b93f0628d..b93f0628d 100644
--- a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_1.h
+++ b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_1.h
diff --git a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_2.h b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_2.h
index f8d332784..f8d332784 100644
--- a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_2.h
+++ b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_2.h
diff --git a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_abstract.h b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_abstract.h
index 942b4e3c2..942b4e3c2 100644
--- a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_abstract.h
diff --git a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_c.h b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_c.h
index 704763ad1..704763ad1 100644
--- a/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_c.h
+++ b/src/ml/dlib/dlib/lz77_buffer/lz77_buffer_kernel_c.h
diff --git a/ml/dlib/dlib/lzp_buffer.h b/src/ml/dlib/dlib/lzp_buffer.h
index 090a53de3..090a53de3 100644
--- a/ml/dlib/dlib/lzp_buffer.h
+++ b/src/ml/dlib/dlib/lzp_buffer.h
diff --git a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_1.h b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_1.h
index f24d74eee..f24d74eee 100644
--- a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_1.h
+++ b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_1.h
diff --git a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_2.h b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_2.h
index 47c0443f1..47c0443f1 100644
--- a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_2.h
+++ b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_2.h
diff --git a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_abstract.h b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_abstract.h
index df8b8c80f..df8b8c80f 100644
--- a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_abstract.h
diff --git a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_c.h b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_c.h
index 2b2de2f1d..2b2de2f1d 100644
--- a/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_c.h
+++ b/src/ml/dlib/dlib/lzp_buffer/lzp_buffer_kernel_c.h
diff --git a/ml/dlib/dlib/manifold_regularization.h b/src/ml/dlib/dlib/manifold_regularization.h
index a7222fd4a..a7222fd4a 100644
--- a/ml/dlib/dlib/manifold_regularization.h
+++ b/src/ml/dlib/dlib/manifold_regularization.h
diff --git a/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer.h b/src/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer.h
index 95b8b1128..95b8b1128 100644
--- a/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer.h
+++ b/src/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer.h
diff --git a/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer_abstract.h b/src/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer_abstract.h
index 9a9b579c9..9a9b579c9 100644
--- a/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer_abstract.h
+++ b/src/ml/dlib/dlib/manifold_regularization/linear_manifold_regularizer_abstract.h
diff --git a/ml/dlib/dlib/map.h b/src/ml/dlib/dlib/map.h
index 12036380e..12036380e 100644
--- a/ml/dlib/dlib/map.h
+++ b/src/ml/dlib/dlib/map.h
diff --git a/ml/dlib/dlib/map/map_kernel_1.h b/src/ml/dlib/dlib/map/map_kernel_1.h
index 1c79d179f..1c79d179f 100644
--- a/ml/dlib/dlib/map/map_kernel_1.h
+++ b/src/ml/dlib/dlib/map/map_kernel_1.h
diff --git a/ml/dlib/dlib/map/map_kernel_abstract.h b/src/ml/dlib/dlib/map/map_kernel_abstract.h
index 1e07e5e56..1e07e5e56 100644
--- a/ml/dlib/dlib/map/map_kernel_abstract.h
+++ b/src/ml/dlib/dlib/map/map_kernel_abstract.h
diff --git a/ml/dlib/dlib/map/map_kernel_c.h b/src/ml/dlib/dlib/map/map_kernel_c.h
index dfdbd4632..dfdbd4632 100644
--- a/ml/dlib/dlib/map/map_kernel_c.h
+++ b/src/ml/dlib/dlib/map/map_kernel_c.h
diff --git a/ml/dlib/dlib/matlab/CMakeLists.txt b/src/ml/dlib/dlib/matlab/CMakeLists.txt
index b9a0beab9..b9a0beab9 100644
--- a/ml/dlib/dlib/matlab/CMakeLists.txt
+++ b/src/ml/dlib/dlib/matlab/CMakeLists.txt
diff --git a/ml/dlib/dlib/matlab/README.txt b/src/ml/dlib/dlib/matlab/README.txt
index d571e2330..d571e2330 100644
--- a/ml/dlib/dlib/matlab/README.txt
+++ b/src/ml/dlib/dlib/matlab/README.txt
diff --git a/ml/dlib/dlib/matlab/call_matlab.h b/src/ml/dlib/dlib/matlab/call_matlab.h
index cc06a6812..cc06a6812 100644
--- a/ml/dlib/dlib/matlab/call_matlab.h
+++ b/src/ml/dlib/dlib/matlab/call_matlab.h
diff --git a/ml/dlib/dlib/matlab/cmake_mex_wrapper b/src/ml/dlib/dlib/matlab/cmake_mex_wrapper
index 67729ff70..67729ff70 100644
--- a/ml/dlib/dlib/matlab/cmake_mex_wrapper
+++ b/src/ml/dlib/dlib/matlab/cmake_mex_wrapper
diff --git a/ml/dlib/dlib/matlab/example.m b/src/ml/dlib/dlib/matlab/example.m
index 8ed47346b..8ed47346b 100644
--- a/ml/dlib/dlib/matlab/example.m
+++ b/src/ml/dlib/dlib/matlab/example.m
diff --git a/ml/dlib/dlib/matlab/example_mex_callback.cpp b/src/ml/dlib/dlib/matlab/example_mex_callback.cpp
index a5a25dda1..a5a25dda1 100644
--- a/ml/dlib/dlib/matlab/example_mex_callback.cpp
+++ b/src/ml/dlib/dlib/matlab/example_mex_callback.cpp
diff --git a/ml/dlib/dlib/matlab/example_mex_class.cpp b/src/ml/dlib/dlib/matlab/example_mex_class.cpp
index b4242721b..b4242721b 100644
--- a/ml/dlib/dlib/matlab/example_mex_class.cpp
+++ b/src/ml/dlib/dlib/matlab/example_mex_class.cpp
diff --git a/ml/dlib/dlib/matlab/example_mex_function.cpp b/src/ml/dlib/dlib/matlab/example_mex_function.cpp
index 49d2e35fa..49d2e35fa 100644
--- a/ml/dlib/dlib/matlab/example_mex_function.cpp
+++ b/src/ml/dlib/dlib/matlab/example_mex_function.cpp
diff --git a/ml/dlib/dlib/matlab/example_mex_struct.cpp b/src/ml/dlib/dlib/matlab/example_mex_struct.cpp
index a948fbff9..a948fbff9 100644
--- a/ml/dlib/dlib/matlab/example_mex_struct.cpp
+++ b/src/ml/dlib/dlib/matlab/example_mex_struct.cpp
diff --git a/ml/dlib/dlib/matlab/mex_wrapper.cpp b/src/ml/dlib/dlib/matlab/mex_wrapper.cpp
index 30c7e12ac..30c7e12ac 100644
--- a/ml/dlib/dlib/matlab/mex_wrapper.cpp
+++ b/src/ml/dlib/dlib/matlab/mex_wrapper.cpp
diff --git a/ml/dlib/dlib/matlab/subprocess_stream.cpp b/src/ml/dlib/dlib/matlab/subprocess_stream.cpp
index 4d4d53af0..4d4d53af0 100644
--- a/ml/dlib/dlib/matlab/subprocess_stream.cpp
+++ b/src/ml/dlib/dlib/matlab/subprocess_stream.cpp
diff --git a/ml/dlib/dlib/matlab/subprocess_stream.h b/src/ml/dlib/dlib/matlab/subprocess_stream.h
index b00904c12..b00904c12 100644
--- a/ml/dlib/dlib/matlab/subprocess_stream.h
+++ b/src/ml/dlib/dlib/matlab/subprocess_stream.h
diff --git a/ml/dlib/dlib/matrix.h b/src/ml/dlib/dlib/matrix.h
index d2ae69afb..d2ae69afb 100644
--- a/ml/dlib/dlib/matrix.h
+++ b/src/ml/dlib/dlib/matrix.h
diff --git a/ml/dlib/dlib/matrix/cblas_constants.h b/src/ml/dlib/dlib/matrix/cblas_constants.h
index 6ff89f141..6ff89f141 100644
--- a/ml/dlib/dlib/matrix/cblas_constants.h
+++ b/src/ml/dlib/dlib/matrix/cblas_constants.h
diff --git a/ml/dlib/dlib/matrix/lapack/fortran_id.h b/src/ml/dlib/dlib/matrix/lapack/fortran_id.h
index 8027ea34f..8027ea34f 100644
--- a/ml/dlib/dlib/matrix/lapack/fortran_id.h
+++ b/src/ml/dlib/dlib/matrix/lapack/fortran_id.h
diff --git a/ml/dlib/dlib/matrix/lapack/gees.h b/src/ml/dlib/dlib/matrix/lapack/gees.h
index a8ee63ff1..a8ee63ff1 100644
--- a/ml/dlib/dlib/matrix/lapack/gees.h
+++ b/src/ml/dlib/dlib/matrix/lapack/gees.h
diff --git a/ml/dlib/dlib/matrix/lapack/geev.h b/src/ml/dlib/dlib/matrix/lapack/geev.h
index d8fdc4af5..d8fdc4af5 100644
--- a/ml/dlib/dlib/matrix/lapack/geev.h
+++ b/src/ml/dlib/dlib/matrix/lapack/geev.h
diff --git a/ml/dlib/dlib/matrix/lapack/geqrf.h b/src/ml/dlib/dlib/matrix/lapack/geqrf.h
index c1f8fc050..c1f8fc050 100644
--- a/ml/dlib/dlib/matrix/lapack/geqrf.h
+++ b/src/ml/dlib/dlib/matrix/lapack/geqrf.h
diff --git a/ml/dlib/dlib/matrix/lapack/gesdd.h b/src/ml/dlib/dlib/matrix/lapack/gesdd.h
index e6b4d26e1..e6b4d26e1 100644
--- a/ml/dlib/dlib/matrix/lapack/gesdd.h
+++ b/src/ml/dlib/dlib/matrix/lapack/gesdd.h
diff --git a/ml/dlib/dlib/matrix/lapack/gesvd.h b/src/ml/dlib/dlib/matrix/lapack/gesvd.h
index e00654db6..e00654db6 100644
--- a/ml/dlib/dlib/matrix/lapack/gesvd.h
+++ b/src/ml/dlib/dlib/matrix/lapack/gesvd.h
diff --git a/ml/dlib/dlib/matrix/lapack/getrf.h b/src/ml/dlib/dlib/matrix/lapack/getrf.h
index a1f0b139d..a1f0b139d 100644
--- a/ml/dlib/dlib/matrix/lapack/getrf.h
+++ b/src/ml/dlib/dlib/matrix/lapack/getrf.h
diff --git a/ml/dlib/dlib/matrix/lapack/ormqr.h b/src/ml/dlib/dlib/matrix/lapack/ormqr.h
index ab66ff4d2..ab66ff4d2 100644
--- a/ml/dlib/dlib/matrix/lapack/ormqr.h
+++ b/src/ml/dlib/dlib/matrix/lapack/ormqr.h
diff --git a/ml/dlib/dlib/matrix/lapack/pbtrf.h b/src/ml/dlib/dlib/matrix/lapack/pbtrf.h
index 23bcc127b..23bcc127b 100644
--- a/ml/dlib/dlib/matrix/lapack/pbtrf.h
+++ b/src/ml/dlib/dlib/matrix/lapack/pbtrf.h
diff --git a/ml/dlib/dlib/matrix/lapack/potrf.h b/src/ml/dlib/dlib/matrix/lapack/potrf.h
index b9d6a7cc8..b9d6a7cc8 100644
--- a/ml/dlib/dlib/matrix/lapack/potrf.h
+++ b/src/ml/dlib/dlib/matrix/lapack/potrf.h
diff --git a/ml/dlib/dlib/matrix/lapack/syev.h b/src/ml/dlib/dlib/matrix/lapack/syev.h
index 0c9fd251a..0c9fd251a 100644
--- a/ml/dlib/dlib/matrix/lapack/syev.h
+++ b/src/ml/dlib/dlib/matrix/lapack/syev.h
diff --git a/ml/dlib/dlib/matrix/lapack/syevr.h b/src/ml/dlib/dlib/matrix/lapack/syevr.h
index 65190b3d8..65190b3d8 100644
--- a/ml/dlib/dlib/matrix/lapack/syevr.h
+++ b/src/ml/dlib/dlib/matrix/lapack/syevr.h
diff --git a/ml/dlib/dlib/matrix/matrix.h b/src/ml/dlib/dlib/matrix/matrix.h
index b16635879..b16635879 100644
--- a/ml/dlib/dlib/matrix/matrix.h
+++ b/src/ml/dlib/dlib/matrix/matrix.h
diff --git a/ml/dlib/dlib/matrix/matrix_abstract.h b/src/ml/dlib/dlib/matrix/matrix_abstract.h
index 0d05ce981..0d05ce981 100644
--- a/ml/dlib/dlib/matrix/matrix_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_assign.h b/src/ml/dlib/dlib/matrix/matrix_assign.h
index da53050b1..da53050b1 100644
--- a/ml/dlib/dlib/matrix/matrix_assign.h
+++ b/src/ml/dlib/dlib/matrix/matrix_assign.h
diff --git a/ml/dlib/dlib/matrix/matrix_assign_fwd.h b/src/ml/dlib/dlib/matrix/matrix_assign_fwd.h
index 7d29baf0a..7d29baf0a 100644
--- a/ml/dlib/dlib/matrix/matrix_assign_fwd.h
+++ b/src/ml/dlib/dlib/matrix/matrix_assign_fwd.h
diff --git a/ml/dlib/dlib/matrix/matrix_blas_bindings.h b/src/ml/dlib/dlib/matrix/matrix_blas_bindings.h
index b65e29cdd..b65e29cdd 100644
--- a/ml/dlib/dlib/matrix/matrix_blas_bindings.h
+++ b/src/ml/dlib/dlib/matrix/matrix_blas_bindings.h
diff --git a/ml/dlib/dlib/matrix/matrix_cholesky.h b/src/ml/dlib/dlib/matrix/matrix_cholesky.h
index fc1140692..fc1140692 100644
--- a/ml/dlib/dlib/matrix/matrix_cholesky.h
+++ b/src/ml/dlib/dlib/matrix/matrix_cholesky.h
diff --git a/ml/dlib/dlib/matrix/matrix_conj_trans.h b/src/ml/dlib/dlib/matrix/matrix_conj_trans.h
index 3c319ccaf..3c319ccaf 100644
--- a/ml/dlib/dlib/matrix/matrix_conj_trans.h
+++ b/src/ml/dlib/dlib/matrix/matrix_conj_trans.h
diff --git a/ml/dlib/dlib/matrix/matrix_conv.h b/src/ml/dlib/dlib/matrix/matrix_conv.h
index b90c388bc..b90c388bc 100644
--- a/ml/dlib/dlib/matrix/matrix_conv.h
+++ b/src/ml/dlib/dlib/matrix/matrix_conv.h
diff --git a/ml/dlib/dlib/matrix/matrix_conv_abstract.h b/src/ml/dlib/dlib/matrix/matrix_conv_abstract.h
index b342f2668..b342f2668 100644
--- a/ml/dlib/dlib/matrix/matrix_conv_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_conv_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_data_layout.h b/src/ml/dlib/dlib/matrix/matrix_data_layout.h
index 22891c228..22891c228 100644
--- a/ml/dlib/dlib/matrix/matrix_data_layout.h
+++ b/src/ml/dlib/dlib/matrix/matrix_data_layout.h
diff --git a/ml/dlib/dlib/matrix/matrix_data_layout_abstract.h b/src/ml/dlib/dlib/matrix/matrix_data_layout_abstract.h
index c3fa02be2..c3fa02be2 100644
--- a/ml/dlib/dlib/matrix/matrix_data_layout_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_data_layout_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_default_mul.h b/src/ml/dlib/dlib/matrix/matrix_default_mul.h
index 493c641a8..493c641a8 100644
--- a/ml/dlib/dlib/matrix/matrix_default_mul.h
+++ b/src/ml/dlib/dlib/matrix/matrix_default_mul.h
diff --git a/ml/dlib/dlib/matrix/matrix_eigenvalue.h b/src/ml/dlib/dlib/matrix/matrix_eigenvalue.h
index 3dc47e105..3dc47e105 100644
--- a/ml/dlib/dlib/matrix/matrix_eigenvalue.h
+++ b/src/ml/dlib/dlib/matrix/matrix_eigenvalue.h
diff --git a/ml/dlib/dlib/matrix/matrix_exp.h b/src/ml/dlib/dlib/matrix/matrix_exp.h
index c0afb54c0..c0afb54c0 100644
--- a/ml/dlib/dlib/matrix/matrix_exp.h
+++ b/src/ml/dlib/dlib/matrix/matrix_exp.h
diff --git a/ml/dlib/dlib/matrix/matrix_exp_abstract.h b/src/ml/dlib/dlib/matrix/matrix_exp_abstract.h
index 14ad143c2..14ad143c2 100644
--- a/ml/dlib/dlib/matrix/matrix_exp_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_exp_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_expressions.h b/src/ml/dlib/dlib/matrix/matrix_expressions.h
index 9f057d076..9f057d076 100644
--- a/ml/dlib/dlib/matrix/matrix_expressions.h
+++ b/src/ml/dlib/dlib/matrix/matrix_expressions.h
diff --git a/ml/dlib/dlib/matrix/matrix_fft.h b/src/ml/dlib/dlib/matrix/matrix_fft.h
index fbca6d344..fbca6d344 100644
--- a/ml/dlib/dlib/matrix/matrix_fft.h
+++ b/src/ml/dlib/dlib/matrix/matrix_fft.h
diff --git a/ml/dlib/dlib/matrix/matrix_fft_abstract.h b/src/ml/dlib/dlib/matrix/matrix_fft_abstract.h
index 25cdfcaee..25cdfcaee 100644
--- a/ml/dlib/dlib/matrix/matrix_fft_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_fft_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_fwd.h b/src/ml/dlib/dlib/matrix/matrix_fwd.h
index 1f40a17a8..1f40a17a8 100644
--- a/ml/dlib/dlib/matrix/matrix_fwd.h
+++ b/src/ml/dlib/dlib/matrix/matrix_fwd.h
diff --git a/ml/dlib/dlib/matrix/matrix_generic_image.h b/src/ml/dlib/dlib/matrix/matrix_generic_image.h
index 0455af205..0455af205 100644
--- a/ml/dlib/dlib/matrix/matrix_generic_image.h
+++ b/src/ml/dlib/dlib/matrix/matrix_generic_image.h
diff --git a/ml/dlib/dlib/matrix/matrix_la.h b/src/ml/dlib/dlib/matrix/matrix_la.h
index 35b5b42e2..35b5b42e2 100644
--- a/ml/dlib/dlib/matrix/matrix_la.h
+++ b/src/ml/dlib/dlib/matrix/matrix_la.h
diff --git a/ml/dlib/dlib/matrix/matrix_la_abstract.h b/src/ml/dlib/dlib/matrix/matrix_la_abstract.h
index df6a5fd33..df6a5fd33 100644
--- a/ml/dlib/dlib/matrix/matrix_la_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_la_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_lu.h b/src/ml/dlib/dlib/matrix/matrix_lu.h
index 3e49cd653..3e49cd653 100644
--- a/ml/dlib/dlib/matrix/matrix_lu.h
+++ b/src/ml/dlib/dlib/matrix/matrix_lu.h
diff --git a/ml/dlib/dlib/matrix/matrix_mat.h b/src/ml/dlib/dlib/matrix/matrix_mat.h
index 803d7d999..803d7d999 100644
--- a/ml/dlib/dlib/matrix/matrix_mat.h
+++ b/src/ml/dlib/dlib/matrix/matrix_mat.h
diff --git a/ml/dlib/dlib/matrix/matrix_mat_abstract.h b/src/ml/dlib/dlib/matrix/matrix_mat_abstract.h
index 7026f60a1..7026f60a1 100644
--- a/ml/dlib/dlib/matrix/matrix_mat_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_mat_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_math_functions.h b/src/ml/dlib/dlib/matrix/matrix_math_functions.h
index d1db3ed14..d1db3ed14 100644
--- a/ml/dlib/dlib/matrix/matrix_math_functions.h
+++ b/src/ml/dlib/dlib/matrix/matrix_math_functions.h
diff --git a/ml/dlib/dlib/matrix/matrix_math_functions_abstract.h b/src/ml/dlib/dlib/matrix/matrix_math_functions_abstract.h
index 09210270d..09210270d 100644
--- a/ml/dlib/dlib/matrix/matrix_math_functions_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_math_functions_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_op.h b/src/ml/dlib/dlib/matrix/matrix_op.h
index 524a775eb..524a775eb 100644
--- a/ml/dlib/dlib/matrix/matrix_op.h
+++ b/src/ml/dlib/dlib/matrix/matrix_op.h
diff --git a/ml/dlib/dlib/matrix/matrix_qr.h b/src/ml/dlib/dlib/matrix/matrix_qr.h
index 086d481f1..086d481f1 100644
--- a/ml/dlib/dlib/matrix/matrix_qr.h
+++ b/src/ml/dlib/dlib/matrix/matrix_qr.h
diff --git a/ml/dlib/dlib/matrix/matrix_read_from_istream.h b/src/ml/dlib/dlib/matrix/matrix_read_from_istream.h
index 3aced3584..3aced3584 100644
--- a/ml/dlib/dlib/matrix/matrix_read_from_istream.h
+++ b/src/ml/dlib/dlib/matrix/matrix_read_from_istream.h
diff --git a/ml/dlib/dlib/matrix/matrix_subexp.h b/src/ml/dlib/dlib/matrix/matrix_subexp.h
index 668e57496..668e57496 100644
--- a/ml/dlib/dlib/matrix/matrix_subexp.h
+++ b/src/ml/dlib/dlib/matrix/matrix_subexp.h
diff --git a/ml/dlib/dlib/matrix/matrix_subexp_abstract.h b/src/ml/dlib/dlib/matrix/matrix_subexp_abstract.h
index 2665d1b99..2665d1b99 100644
--- a/ml/dlib/dlib/matrix/matrix_subexp_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_subexp_abstract.h
diff --git a/ml/dlib/dlib/matrix/matrix_trsm.h b/src/ml/dlib/dlib/matrix/matrix_trsm.h
index ef5ec5ed9..ef5ec5ed9 100644
--- a/ml/dlib/dlib/matrix/matrix_trsm.h
+++ b/src/ml/dlib/dlib/matrix/matrix_trsm.h
diff --git a/ml/dlib/dlib/matrix/matrix_utilities.h b/src/ml/dlib/dlib/matrix/matrix_utilities.h
index 0c5091a4b..0c5091a4b 100644
--- a/ml/dlib/dlib/matrix/matrix_utilities.h
+++ b/src/ml/dlib/dlib/matrix/matrix_utilities.h
diff --git a/ml/dlib/dlib/matrix/matrix_utilities_abstract.h b/src/ml/dlib/dlib/matrix/matrix_utilities_abstract.h
index ad4c91167..ad4c91167 100644
--- a/ml/dlib/dlib/matrix/matrix_utilities_abstract.h
+++ b/src/ml/dlib/dlib/matrix/matrix_utilities_abstract.h
diff --git a/ml/dlib/dlib/matrix/symmetric_matrix_cache.h b/src/ml/dlib/dlib/matrix/symmetric_matrix_cache.h
index bff268aef..bff268aef 100644
--- a/ml/dlib/dlib/matrix/symmetric_matrix_cache.h
+++ b/src/ml/dlib/dlib/matrix/symmetric_matrix_cache.h
diff --git a/ml/dlib/dlib/matrix/symmetric_matrix_cache_abstract.h b/src/ml/dlib/dlib/matrix/symmetric_matrix_cache_abstract.h
index 6a41ad282..6a41ad282 100644
--- a/ml/dlib/dlib/matrix/symmetric_matrix_cache_abstract.h
+++ b/src/ml/dlib/dlib/matrix/symmetric_matrix_cache_abstract.h
diff --git a/ml/dlib/dlib/md5.h b/src/ml/dlib/dlib/md5.h
index e62930366..e62930366 100644
--- a/ml/dlib/dlib/md5.h
+++ b/src/ml/dlib/dlib/md5.h
diff --git a/ml/dlib/dlib/md5/md5_kernel_1.cpp b/src/ml/dlib/dlib/md5/md5_kernel_1.cpp
index f073f9256..f073f9256 100644
--- a/ml/dlib/dlib/md5/md5_kernel_1.cpp
+++ b/src/ml/dlib/dlib/md5/md5_kernel_1.cpp
diff --git a/ml/dlib/dlib/md5/md5_kernel_1.h b/src/ml/dlib/dlib/md5/md5_kernel_1.h
index 7031d21ef..7031d21ef 100644
--- a/ml/dlib/dlib/md5/md5_kernel_1.h
+++ b/src/ml/dlib/dlib/md5/md5_kernel_1.h
diff --git a/ml/dlib/dlib/md5/md5_kernel_abstract.h b/src/ml/dlib/dlib/md5/md5_kernel_abstract.h
index b7d265d72..b7d265d72 100644
--- a/ml/dlib/dlib/md5/md5_kernel_abstract.h
+++ b/src/ml/dlib/dlib/md5/md5_kernel_abstract.h
diff --git a/ml/dlib/dlib/member_function_pointer.h b/src/ml/dlib/dlib/member_function_pointer.h
index 3dd72f596..3dd72f596 100644
--- a/ml/dlib/dlib/member_function_pointer.h
+++ b/src/ml/dlib/dlib/member_function_pointer.h
diff --git a/ml/dlib/dlib/member_function_pointer/make_mfp.h b/src/ml/dlib/dlib/member_function_pointer/make_mfp.h
index fff9b27ea..fff9b27ea 100644
--- a/ml/dlib/dlib/member_function_pointer/make_mfp.h
+++ b/src/ml/dlib/dlib/member_function_pointer/make_mfp.h
diff --git a/ml/dlib/dlib/member_function_pointer/make_mfp_abstract.h b/src/ml/dlib/dlib/member_function_pointer/make_mfp_abstract.h
index 5074ca9a7..5074ca9a7 100644
--- a/ml/dlib/dlib/member_function_pointer/make_mfp_abstract.h
+++ b/src/ml/dlib/dlib/member_function_pointer/make_mfp_abstract.h
diff --git a/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_1.h b/src/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_1.h
index 6cf5630b4..6cf5630b4 100644
--- a/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_1.h
+++ b/src/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_1.h
diff --git a/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_abstract.h b/src/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_abstract.h
index e152972ee..e152972ee 100644
--- a/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/member_function_pointer/member_function_pointer_kernel_abstract.h
diff --git a/ml/dlib/dlib/memory_manager.h b/src/ml/dlib/dlib/memory_manager.h
index 5b5283255..5b5283255 100644
--- a/ml/dlib/dlib/memory_manager.h
+++ b/src/ml/dlib/dlib/memory_manager.h
diff --git a/ml/dlib/dlib/memory_manager/memory_manager_kernel_1.h b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_1.h
index 557a19fca..557a19fca 100644
--- a/ml/dlib/dlib/memory_manager/memory_manager_kernel_1.h
+++ b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_1.h
diff --git a/ml/dlib/dlib/memory_manager/memory_manager_kernel_2.h b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_2.h
index 8f026bc49..8f026bc49 100644
--- a/ml/dlib/dlib/memory_manager/memory_manager_kernel_2.h
+++ b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_2.h
diff --git a/ml/dlib/dlib/memory_manager/memory_manager_kernel_3.h b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_3.h
index 1f9229772..1f9229772 100644
--- a/ml/dlib/dlib/memory_manager/memory_manager_kernel_3.h
+++ b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_3.h
diff --git a/ml/dlib/dlib/memory_manager/memory_manager_kernel_abstract.h b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_abstract.h
index 8439caf85..8439caf85 100644
--- a/ml/dlib/dlib/memory_manager/memory_manager_kernel_abstract.h
+++ b/src/ml/dlib/dlib/memory_manager/memory_manager_kernel_abstract.h
diff --git a/ml/dlib/dlib/memory_manager_global.h b/src/ml/dlib/dlib/memory_manager_global.h
index 05f439fdc..05f439fdc 100644
--- a/ml/dlib/dlib/memory_manager_global.h
+++ b/src/ml/dlib/dlib/memory_manager_global.h
diff --git a/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_1.h b/src/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_1.h
index 4cf418d24..4cf418d24 100644
--- a/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_1.h
+++ b/src/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_1.h
diff --git a/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_abstract.h b/src/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_abstract.h
index a35e38b51..a35e38b51 100644
--- a/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_abstract.h
+++ b/src/ml/dlib/dlib/memory_manager_global/memory_manager_global_kernel_abstract.h
diff --git a/ml/dlib/dlib/memory_manager_stateless.h b/src/ml/dlib/dlib/memory_manager_stateless.h
index 32bc7e9c0..32bc7e9c0 100644
--- a/ml/dlib/dlib/memory_manager_stateless.h
+++ b/src/ml/dlib/dlib/memory_manager_stateless.h
diff --git a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_1.h b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_1.h
index 0d5794d54..0d5794d54 100644
--- a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_1.h
+++ b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_1.h
diff --git a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_2.h b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_2.h
index 7c4bf76f5..7c4bf76f5 100644
--- a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_2.h
+++ b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_2.h
diff --git a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_abstract.h b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_abstract.h
index 2c5b1e73c..2c5b1e73c 100644
--- a/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_abstract.h
+++ b/src/ml/dlib/dlib/memory_manager_stateless/memory_manager_stateless_kernel_abstract.h
diff --git a/ml/dlib/dlib/metaprogramming.h b/src/ml/dlib/dlib/metaprogramming.h
index bc63041ff..bc63041ff 100644
--- a/ml/dlib/dlib/metaprogramming.h
+++ b/src/ml/dlib/dlib/metaprogramming.h
diff --git a/ml/dlib/dlib/misc_api.h b/src/ml/dlib/dlib/misc_api.h
index acf87be7c..acf87be7c 100644
--- a/ml/dlib/dlib/misc_api.h
+++ b/src/ml/dlib/dlib/misc_api.h
diff --git a/ml/dlib/dlib/misc_api/misc_api_kernel_1.cpp b/src/ml/dlib/dlib/misc_api/misc_api_kernel_1.cpp
index f17d850e1..f17d850e1 100644
--- a/ml/dlib/dlib/misc_api/misc_api_kernel_1.cpp
+++ b/src/ml/dlib/dlib/misc_api/misc_api_kernel_1.cpp
diff --git a/ml/dlib/dlib/misc_api/misc_api_kernel_1.h b/src/ml/dlib/dlib/misc_api/misc_api_kernel_1.h
index a500e992a..a500e992a 100644
--- a/ml/dlib/dlib/misc_api/misc_api_kernel_1.h
+++ b/src/ml/dlib/dlib/misc_api/misc_api_kernel_1.h
diff --git a/ml/dlib/dlib/misc_api/misc_api_kernel_2.cpp b/src/ml/dlib/dlib/misc_api/misc_api_kernel_2.cpp
index e6dc772da..e6dc772da 100644
--- a/ml/dlib/dlib/misc_api/misc_api_kernel_2.cpp
+++ b/src/ml/dlib/dlib/misc_api/misc_api_kernel_2.cpp
diff --git a/ml/dlib/dlib/misc_api/misc_api_kernel_2.h b/src/ml/dlib/dlib/misc_api/misc_api_kernel_2.h
index 86e8a7f5b..86e8a7f5b 100644
--- a/ml/dlib/dlib/misc_api/misc_api_kernel_2.h
+++ b/src/ml/dlib/dlib/misc_api/misc_api_kernel_2.h
diff --git a/ml/dlib/dlib/misc_api/misc_api_kernel_abstract.h b/src/ml/dlib/dlib/misc_api/misc_api_kernel_abstract.h
index 47749b91b..47749b91b 100644
--- a/ml/dlib/dlib/misc_api/misc_api_kernel_abstract.h
+++ b/src/ml/dlib/dlib/misc_api/misc_api_kernel_abstract.h
diff --git a/ml/dlib/dlib/misc_api/misc_api_shared.h b/src/ml/dlib/dlib/misc_api/misc_api_shared.h
index 6b84dd64c..6b84dd64c 100644
--- a/ml/dlib/dlib/misc_api/misc_api_shared.h
+++ b/src/ml/dlib/dlib/misc_api/misc_api_shared.h
diff --git a/ml/dlib/dlib/misc_api/posix.h b/src/ml/dlib/dlib/misc_api/posix.h
index 1dbb38031..1dbb38031 100644
--- a/ml/dlib/dlib/misc_api/posix.h
+++ b/src/ml/dlib/dlib/misc_api/posix.h
diff --git a/ml/dlib/dlib/misc_api/windows.h b/src/ml/dlib/dlib/misc_api/windows.h
index 0817c2aaf..0817c2aaf 100644
--- a/ml/dlib/dlib/misc_api/windows.h
+++ b/src/ml/dlib/dlib/misc_api/windows.h
diff --git a/ml/dlib/dlib/mlp.h b/src/ml/dlib/dlib/mlp.h
index d287847c8..d287847c8 100644
--- a/ml/dlib/dlib/mlp.h
+++ b/src/ml/dlib/dlib/mlp.h
diff --git a/ml/dlib/dlib/mlp/mlp_kernel_1.h b/src/ml/dlib/dlib/mlp/mlp_kernel_1.h
index d420eea9c..d420eea9c 100644
--- a/ml/dlib/dlib/mlp/mlp_kernel_1.h
+++ b/src/ml/dlib/dlib/mlp/mlp_kernel_1.h
diff --git a/ml/dlib/dlib/mlp/mlp_kernel_abstract.h b/src/ml/dlib/dlib/mlp/mlp_kernel_abstract.h
index cbb473a87..cbb473a87 100644
--- a/ml/dlib/dlib/mlp/mlp_kernel_abstract.h
+++ b/src/ml/dlib/dlib/mlp/mlp_kernel_abstract.h
diff --git a/ml/dlib/dlib/mlp/mlp_kernel_c.h b/src/ml/dlib/dlib/mlp/mlp_kernel_c.h
index bd3438fd9..bd3438fd9 100644
--- a/ml/dlib/dlib/mlp/mlp_kernel_c.h
+++ b/src/ml/dlib/dlib/mlp/mlp_kernel_c.h
diff --git a/ml/dlib/dlib/noncopyable.h b/src/ml/dlib/dlib/noncopyable.h
index 20b9866e7..20b9866e7 100644
--- a/ml/dlib/dlib/noncopyable.h
+++ b/src/ml/dlib/dlib/noncopyable.h
diff --git a/ml/dlib/dlib/numeric_constants.h b/src/ml/dlib/dlib/numeric_constants.h
index 05f26319f..05f26319f 100644
--- a/ml/dlib/dlib/numeric_constants.h
+++ b/src/ml/dlib/dlib/numeric_constants.h
diff --git a/ml/dlib/dlib/numerical_integration.h b/src/ml/dlib/dlib/numerical_integration.h
index 6676c9892..6676c9892 100644
--- a/ml/dlib/dlib/numerical_integration.h
+++ b/src/ml/dlib/dlib/numerical_integration.h
diff --git a/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson.h b/src/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson.h
index c30e21c59..c30e21c59 100644
--- a/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson.h
+++ b/src/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson.h
diff --git a/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson_abstract.h b/src/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson_abstract.h
index 90badcf14..90badcf14 100644
--- a/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson_abstract.h
+++ b/src/ml/dlib/dlib/numerical_integration/integrate_function_adapt_simpson_abstract.h
diff --git a/ml/dlib/dlib/opencv.h b/src/ml/dlib/dlib/opencv.h
index c48a6ec5a..c48a6ec5a 100644
--- a/ml/dlib/dlib/opencv.h
+++ b/src/ml/dlib/dlib/opencv.h
diff --git a/ml/dlib/dlib/opencv/cv_image.h b/src/ml/dlib/dlib/opencv/cv_image.h
index 5f224d003..5f224d003 100644
--- a/ml/dlib/dlib/opencv/cv_image.h
+++ b/src/ml/dlib/dlib/opencv/cv_image.h
diff --git a/ml/dlib/dlib/opencv/cv_image_abstract.h b/src/ml/dlib/dlib/opencv/cv_image_abstract.h
index 6fbc56b43..6fbc56b43 100644
--- a/ml/dlib/dlib/opencv/cv_image_abstract.h
+++ b/src/ml/dlib/dlib/opencv/cv_image_abstract.h
diff --git a/ml/dlib/dlib/opencv/to_open_cv.h b/src/ml/dlib/dlib/opencv/to_open_cv.h
index 02b7bf6fc..02b7bf6fc 100644
--- a/ml/dlib/dlib/opencv/to_open_cv.h
+++ b/src/ml/dlib/dlib/opencv/to_open_cv.h
diff --git a/ml/dlib/dlib/opencv/to_open_cv_abstract.h b/src/ml/dlib/dlib/opencv/to_open_cv_abstract.h
index 43307e02f..43307e02f 100644
--- a/ml/dlib/dlib/opencv/to_open_cv_abstract.h
+++ b/src/ml/dlib/dlib/opencv/to_open_cv_abstract.h
diff --git a/ml/dlib/dlib/optimization.h b/src/ml/dlib/dlib/optimization.h
index 260eacc1c..260eacc1c 100644
--- a/ml/dlib/dlib/optimization.h
+++ b/src/ml/dlib/dlib/optimization.h
diff --git a/ml/dlib/dlib/optimization/elastic_net.h b/src/ml/dlib/dlib/optimization/elastic_net.h
index 6c4b6d0b4..6c4b6d0b4 100644
--- a/ml/dlib/dlib/optimization/elastic_net.h
+++ b/src/ml/dlib/dlib/optimization/elastic_net.h
diff --git a/ml/dlib/dlib/optimization/elastic_net_abstract.h b/src/ml/dlib/dlib/optimization/elastic_net_abstract.h
index 8ae69e37e..8ae69e37e 100644
--- a/ml/dlib/dlib/optimization/elastic_net_abstract.h
+++ b/src/ml/dlib/dlib/optimization/elastic_net_abstract.h
diff --git a/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp.h b/src/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp.h
index 3dd7fd56f..3dd7fd56f 100644
--- a/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp.h
+++ b/src/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp.h
diff --git a/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp_abstract.h b/src/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp_abstract.h
index 3dd9aead0..3dd9aead0 100644
--- a/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp_abstract.h
+++ b/src/ml/dlib/dlib/optimization/find_max_factor_graph_nmplp_abstract.h
diff --git a/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi.h b/src/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi.h
index f7cbcb8d9..f7cbcb8d9 100644
--- a/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi.h
+++ b/src/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi.h
diff --git a/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi_abstract.h b/src/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi_abstract.h
index c19e4c7eb..c19e4c7eb 100644
--- a/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi_abstract.h
+++ b/src/ml/dlib/dlib/optimization/find_max_factor_graph_viterbi_abstract.h
diff --git a/ml/dlib/dlib/optimization/find_max_parse_cky.h b/src/ml/dlib/dlib/optimization/find_max_parse_cky.h
index 79614792a..79614792a 100644
--- a/ml/dlib/dlib/optimization/find_max_parse_cky.h
+++ b/src/ml/dlib/dlib/optimization/find_max_parse_cky.h
diff --git a/ml/dlib/dlib/optimization/find_max_parse_cky_abstract.h b/src/ml/dlib/dlib/optimization/find_max_parse_cky_abstract.h
index 52ffc787b..52ffc787b 100644
--- a/ml/dlib/dlib/optimization/find_max_parse_cky_abstract.h
+++ b/src/ml/dlib/dlib/optimization/find_max_parse_cky_abstract.h
diff --git a/ml/dlib/dlib/optimization/find_optimal_parameters.h b/src/ml/dlib/dlib/optimization/find_optimal_parameters.h
index 0884778c9..0884778c9 100644
--- a/ml/dlib/dlib/optimization/find_optimal_parameters.h
+++ b/src/ml/dlib/dlib/optimization/find_optimal_parameters.h
diff --git a/ml/dlib/dlib/optimization/find_optimal_parameters_abstract.h b/src/ml/dlib/dlib/optimization/find_optimal_parameters_abstract.h
index 96dcee89b..96dcee89b 100644
--- a/ml/dlib/dlib/optimization/find_optimal_parameters_abstract.h
+++ b/src/ml/dlib/dlib/optimization/find_optimal_parameters_abstract.h
diff --git a/ml/dlib/dlib/optimization/isotonic_regression.h b/src/ml/dlib/dlib/optimization/isotonic_regression.h
index e89e70b48..e89e70b48 100644
--- a/ml/dlib/dlib/optimization/isotonic_regression.h
+++ b/src/ml/dlib/dlib/optimization/isotonic_regression.h
diff --git a/ml/dlib/dlib/optimization/isotonic_regression_abstract.h b/src/ml/dlib/dlib/optimization/isotonic_regression_abstract.h
index b00334bef..b00334bef 100644
--- a/ml/dlib/dlib/optimization/isotonic_regression_abstract.h
+++ b/src/ml/dlib/dlib/optimization/isotonic_regression_abstract.h
diff --git a/ml/dlib/dlib/optimization/max_cost_assignment.h b/src/ml/dlib/dlib/optimization/max_cost_assignment.h
index db6c6f0d7..db6c6f0d7 100644
--- a/ml/dlib/dlib/optimization/max_cost_assignment.h
+++ b/src/ml/dlib/dlib/optimization/max_cost_assignment.h
diff --git a/ml/dlib/dlib/optimization/max_cost_assignment_abstract.h b/src/ml/dlib/dlib/optimization/max_cost_assignment_abstract.h
index bbdb0abfb..bbdb0abfb 100644
--- a/ml/dlib/dlib/optimization/max_cost_assignment_abstract.h
+++ b/src/ml/dlib/dlib/optimization/max_cost_assignment_abstract.h
diff --git a/ml/dlib/dlib/optimization/max_sum_submatrix.h b/src/ml/dlib/dlib/optimization/max_sum_submatrix.h
index 1986cc26b..1986cc26b 100644
--- a/ml/dlib/dlib/optimization/max_sum_submatrix.h
+++ b/src/ml/dlib/dlib/optimization/max_sum_submatrix.h
diff --git a/ml/dlib/dlib/optimization/max_sum_submatrix_abstract.h b/src/ml/dlib/dlib/optimization/max_sum_submatrix_abstract.h
index 6714dd7fe..6714dd7fe 100644
--- a/ml/dlib/dlib/optimization/max_sum_submatrix_abstract.h
+++ b/src/ml/dlib/dlib/optimization/max_sum_submatrix_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization.h b/src/ml/dlib/dlib/optimization/optimization.h
index 561d64376..561d64376 100644
--- a/ml/dlib/dlib/optimization/optimization.h
+++ b/src/ml/dlib/dlib/optimization/optimization.h
diff --git a/ml/dlib/dlib/optimization/optimization_abstract.h b/src/ml/dlib/dlib/optimization/optimization_abstract.h
index f3c42c2b4..f3c42c2b4 100644
--- a/ml/dlib/dlib/optimization/optimization_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_bobyqa.h b/src/ml/dlib/dlib/optimization/optimization_bobyqa.h
index 6fbc40c06..6fbc40c06 100644
--- a/ml/dlib/dlib/optimization/optimization_bobyqa.h
+++ b/src/ml/dlib/dlib/optimization/optimization_bobyqa.h
diff --git a/ml/dlib/dlib/optimization/optimization_bobyqa_abstract.h b/src/ml/dlib/dlib/optimization/optimization_bobyqa_abstract.h
index 46f9436af..46f9436af 100644
--- a/ml/dlib/dlib/optimization/optimization_bobyqa_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_bobyqa_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_least_squares.h b/src/ml/dlib/dlib/optimization/optimization_least_squares.h
index 6d12a919d..6d12a919d 100644
--- a/ml/dlib/dlib/optimization/optimization_least_squares.h
+++ b/src/ml/dlib/dlib/optimization/optimization_least_squares.h
diff --git a/ml/dlib/dlib/optimization/optimization_least_squares_abstract.h b/src/ml/dlib/dlib/optimization/optimization_least_squares_abstract.h
index aaffb2221..aaffb2221 100644
--- a/ml/dlib/dlib/optimization/optimization_least_squares_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_least_squares_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_line_search.h b/src/ml/dlib/dlib/optimization/optimization_line_search.h
index a91e3df84..a91e3df84 100644
--- a/ml/dlib/dlib/optimization/optimization_line_search.h
+++ b/src/ml/dlib/dlib/optimization/optimization_line_search.h
diff --git a/ml/dlib/dlib/optimization/optimization_line_search_abstract.h b/src/ml/dlib/dlib/optimization/optimization_line_search_abstract.h
index 2aa221da4..2aa221da4 100644
--- a/ml/dlib/dlib/optimization/optimization_line_search_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_line_search_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_oca.h b/src/ml/dlib/dlib/optimization/optimization_oca.h
index 4ca9cd7ae..4ca9cd7ae 100644
--- a/ml/dlib/dlib/optimization/optimization_oca.h
+++ b/src/ml/dlib/dlib/optimization/optimization_oca.h
diff --git a/ml/dlib/dlib/optimization/optimization_oca_abstract.h b/src/ml/dlib/dlib/optimization/optimization_oca_abstract.h
index 859dbdcfc..859dbdcfc 100644
--- a/ml/dlib/dlib/optimization/optimization_oca_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_oca_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_search_strategies.h b/src/ml/dlib/dlib/optimization/optimization_search_strategies.h
index eda637fa1..eda637fa1 100644
--- a/ml/dlib/dlib/optimization/optimization_search_strategies.h
+++ b/src/ml/dlib/dlib/optimization/optimization_search_strategies.h
diff --git a/ml/dlib/dlib/optimization/optimization_search_strategies_abstract.h b/src/ml/dlib/dlib/optimization/optimization_search_strategies_abstract.h
index 44b894bfc..44b894bfc 100644
--- a/ml/dlib/dlib/optimization/optimization_search_strategies_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_search_strategies_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo.h
index 88cad0cf3..88cad0cf3 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo_abstract.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo_abstract.h
index 962541c25..962541c25 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp2_using_smo_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo.h
index 617ecc408..617ecc408 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo_abstract.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo_abstract.h
index 8efd7215b..8efd7215b 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp3_using_smo_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo.h
index b9cc74df3..b9cc74df3 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo.h
diff --git a/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo_abstract.h b/src/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo_abstract.h
index 5e7d5ec3f..5e7d5ec3f 100644
--- a/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_solve_qp_using_smo_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_stop_strategies.h b/src/ml/dlib/dlib/optimization/optimization_stop_strategies.h
index a0243cacf..a0243cacf 100644
--- a/ml/dlib/dlib/optimization/optimization_stop_strategies.h
+++ b/src/ml/dlib/dlib/optimization/optimization_stop_strategies.h
diff --git a/ml/dlib/dlib/optimization/optimization_stop_strategies_abstract.h b/src/ml/dlib/dlib/optimization/optimization_stop_strategies_abstract.h
index 6a999f8d9..6a999f8d9 100644
--- a/ml/dlib/dlib/optimization/optimization_stop_strategies_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_stop_strategies_abstract.h
diff --git a/ml/dlib/dlib/optimization/optimization_trust_region.h b/src/ml/dlib/dlib/optimization/optimization_trust_region.h
index 5f0ad897f..5f0ad897f 100644
--- a/ml/dlib/dlib/optimization/optimization_trust_region.h
+++ b/src/ml/dlib/dlib/optimization/optimization_trust_region.h
diff --git a/ml/dlib/dlib/optimization/optimization_trust_region_abstract.h b/src/ml/dlib/dlib/optimization/optimization_trust_region_abstract.h
index 303ee746d..303ee746d 100644
--- a/ml/dlib/dlib/optimization/optimization_trust_region_abstract.h
+++ b/src/ml/dlib/dlib/optimization/optimization_trust_region_abstract.h
diff --git a/ml/dlib/dlib/ostream b/src/ml/dlib/dlib/ostream
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/ostream
+++ b/src/ml/dlib/dlib/ostream
diff --git a/ml/dlib/dlib/pipe.h b/src/ml/dlib/dlib/pipe.h
index 023b985bf..023b985bf 100644
--- a/ml/dlib/dlib/pipe.h
+++ b/src/ml/dlib/dlib/pipe.h
diff --git a/ml/dlib/dlib/pipe/pipe_kernel_1.h b/src/ml/dlib/dlib/pipe/pipe_kernel_1.h
index 543754121..543754121 100644
--- a/ml/dlib/dlib/pipe/pipe_kernel_1.h
+++ b/src/ml/dlib/dlib/pipe/pipe_kernel_1.h
diff --git a/ml/dlib/dlib/pipe/pipe_kernel_abstract.h b/src/ml/dlib/dlib/pipe/pipe_kernel_abstract.h
index 91b2205e7..91b2205e7 100644
--- a/ml/dlib/dlib/pipe/pipe_kernel_abstract.h
+++ b/src/ml/dlib/dlib/pipe/pipe_kernel_abstract.h
diff --git a/ml/dlib/dlib/pixel.h b/src/ml/dlib/dlib/pixel.h
index 50ead2c34..50ead2c34 100644
--- a/ml/dlib/dlib/pixel.h
+++ b/src/ml/dlib/dlib/pixel.h
diff --git a/ml/dlib/dlib/platform.h b/src/ml/dlib/dlib/platform.h
index f3000a6cd..f3000a6cd 100644
--- a/ml/dlib/dlib/platform.h
+++ b/src/ml/dlib/dlib/platform.h
diff --git a/ml/dlib/dlib/python.h b/src/ml/dlib/dlib/python.h
index 07b9c0707..07b9c0707 100644
--- a/ml/dlib/dlib/python.h
+++ b/src/ml/dlib/dlib/python.h
diff --git a/ml/dlib/dlib/python/numpy.h b/src/ml/dlib/dlib/python/numpy.h
index 9b2c1a01c..9b2c1a01c 100644
--- a/ml/dlib/dlib/python/numpy.h
+++ b/src/ml/dlib/dlib/python/numpy.h
diff --git a/ml/dlib/dlib/python/numpy_image.h b/src/ml/dlib/dlib/python/numpy_image.h
index 49ea80317..49ea80317 100644
--- a/ml/dlib/dlib/python/numpy_image.h
+++ b/src/ml/dlib/dlib/python/numpy_image.h
diff --git a/ml/dlib/dlib/python/pyassert.h b/src/ml/dlib/dlib/python/pyassert.h
index 80939f501..80939f501 100644
--- a/ml/dlib/dlib/python/pyassert.h
+++ b/src/ml/dlib/dlib/python/pyassert.h
diff --git a/ml/dlib/dlib/python/pybind_utils.h b/src/ml/dlib/dlib/python/pybind_utils.h
index 7f94cf32d..7f94cf32d 100644
--- a/ml/dlib/dlib/python/pybind_utils.h
+++ b/src/ml/dlib/dlib/python/pybind_utils.h
diff --git a/ml/dlib/dlib/python/serialize_pickle.h b/src/ml/dlib/dlib/python/serialize_pickle.h
index 2dc44c322..2dc44c322 100644
--- a/ml/dlib/dlib/python/serialize_pickle.h
+++ b/src/ml/dlib/dlib/python/serialize_pickle.h
diff --git a/ml/dlib/dlib/quantum_computing.h b/src/ml/dlib/dlib/quantum_computing.h
index 11af76197..11af76197 100644
--- a/ml/dlib/dlib/quantum_computing.h
+++ b/src/ml/dlib/dlib/quantum_computing.h
diff --git a/ml/dlib/dlib/quantum_computing/quantum_computing.h b/src/ml/dlib/dlib/quantum_computing/quantum_computing.h
index afa2e40e7..afa2e40e7 100644
--- a/ml/dlib/dlib/quantum_computing/quantum_computing.h
+++ b/src/ml/dlib/dlib/quantum_computing/quantum_computing.h
diff --git a/ml/dlib/dlib/quantum_computing/quantum_computing_abstract.h b/src/ml/dlib/dlib/quantum_computing/quantum_computing_abstract.h
index bcc65af23..bcc65af23 100644
--- a/ml/dlib/dlib/quantum_computing/quantum_computing_abstract.h
+++ b/src/ml/dlib/dlib/quantum_computing/quantum_computing_abstract.h
diff --git a/ml/dlib/dlib/queue.h b/src/ml/dlib/dlib/queue.h
index b0f331dc9..b0f331dc9 100644
--- a/ml/dlib/dlib/queue.h
+++ b/src/ml/dlib/dlib/queue.h
diff --git a/ml/dlib/dlib/queue/queue_kernel_1.h b/src/ml/dlib/dlib/queue/queue_kernel_1.h
index e59bf2659..e59bf2659 100644
--- a/ml/dlib/dlib/queue/queue_kernel_1.h
+++ b/src/ml/dlib/dlib/queue/queue_kernel_1.h
diff --git a/ml/dlib/dlib/queue/queue_kernel_2.h b/src/ml/dlib/dlib/queue/queue_kernel_2.h
index 8e4536ae9..8e4536ae9 100644
--- a/ml/dlib/dlib/queue/queue_kernel_2.h
+++ b/src/ml/dlib/dlib/queue/queue_kernel_2.h
diff --git a/ml/dlib/dlib/queue/queue_kernel_abstract.h b/src/ml/dlib/dlib/queue/queue_kernel_abstract.h
index 4fd4c7dd1..4fd4c7dd1 100644
--- a/ml/dlib/dlib/queue/queue_kernel_abstract.h
+++ b/src/ml/dlib/dlib/queue/queue_kernel_abstract.h
diff --git a/ml/dlib/dlib/queue/queue_kernel_c.h b/src/ml/dlib/dlib/queue/queue_kernel_c.h
index 554c9aecd..554c9aecd 100644
--- a/ml/dlib/dlib/queue/queue_kernel_c.h
+++ b/src/ml/dlib/dlib/queue/queue_kernel_c.h
diff --git a/ml/dlib/dlib/queue/queue_sort_1.h b/src/ml/dlib/dlib/queue/queue_sort_1.h
index bc20dcb82..bc20dcb82 100644
--- a/ml/dlib/dlib/queue/queue_sort_1.h
+++ b/src/ml/dlib/dlib/queue/queue_sort_1.h
diff --git a/ml/dlib/dlib/queue/queue_sort_abstract.h b/src/ml/dlib/dlib/queue/queue_sort_abstract.h
index 54c06f430..54c06f430 100644
--- a/ml/dlib/dlib/queue/queue_sort_abstract.h
+++ b/src/ml/dlib/dlib/queue/queue_sort_abstract.h
diff --git a/ml/dlib/dlib/rand.h b/src/ml/dlib/dlib/rand.h
index 5e0146f0d..5e0146f0d 100644
--- a/ml/dlib/dlib/rand.h
+++ b/src/ml/dlib/dlib/rand.h
diff --git a/ml/dlib/dlib/rand/mersenne_twister.h b/src/ml/dlib/dlib/rand/mersenne_twister.h
index 66ee87f54..66ee87f54 100644
--- a/ml/dlib/dlib/rand/mersenne_twister.h
+++ b/src/ml/dlib/dlib/rand/mersenne_twister.h
diff --git a/ml/dlib/dlib/rand/rand_kernel_1.h b/src/ml/dlib/dlib/rand/rand_kernel_1.h
index a1847be24..a1847be24 100644
--- a/ml/dlib/dlib/rand/rand_kernel_1.h
+++ b/src/ml/dlib/dlib/rand/rand_kernel_1.h
diff --git a/ml/dlib/dlib/rand/rand_kernel_abstract.h b/src/ml/dlib/dlib/rand/rand_kernel_abstract.h
index 67af27a9e..67af27a9e 100644
--- a/ml/dlib/dlib/rand/rand_kernel_abstract.h
+++ b/src/ml/dlib/dlib/rand/rand_kernel_abstract.h
diff --git a/ml/dlib/dlib/random_forest.h b/src/ml/dlib/dlib/random_forest.h
index 082f36703..082f36703 100644
--- a/ml/dlib/dlib/random_forest.h
+++ b/src/ml/dlib/dlib/random_forest.h
diff --git a/ml/dlib/dlib/random_forest/random_forest_regression.h b/src/ml/dlib/dlib/random_forest/random_forest_regression.h
index a61f7a1a2..a61f7a1a2 100644
--- a/ml/dlib/dlib/random_forest/random_forest_regression.h
+++ b/src/ml/dlib/dlib/random_forest/random_forest_regression.h
diff --git a/ml/dlib/dlib/random_forest/random_forest_regression_abstract.h b/src/ml/dlib/dlib/random_forest/random_forest_regression_abstract.h
index 8ece1f04b..8ece1f04b 100644
--- a/ml/dlib/dlib/random_forest/random_forest_regression_abstract.h
+++ b/src/ml/dlib/dlib/random_forest/random_forest_regression_abstract.h
diff --git a/ml/dlib/dlib/ref.h b/src/ml/dlib/dlib/ref.h
index 53a37fbf8..53a37fbf8 100644
--- a/ml/dlib/dlib/ref.h
+++ b/src/ml/dlib/dlib/ref.h
diff --git a/ml/dlib/dlib/reference_counter.h b/src/ml/dlib/dlib/reference_counter.h
index 3e4b1ee20..3e4b1ee20 100644
--- a/ml/dlib/dlib/reference_counter.h
+++ b/src/ml/dlib/dlib/reference_counter.h
diff --git a/ml/dlib/dlib/reference_counter/reference_counter_kernel_1.h b/src/ml/dlib/dlib/reference_counter/reference_counter_kernel_1.h
index 64e465550..64e465550 100644
--- a/ml/dlib/dlib/reference_counter/reference_counter_kernel_1.h
+++ b/src/ml/dlib/dlib/reference_counter/reference_counter_kernel_1.h
diff --git a/ml/dlib/dlib/reference_counter/reference_counter_kernel_abstract.h b/src/ml/dlib/dlib/reference_counter/reference_counter_kernel_abstract.h
index e46127387..e46127387 100644
--- a/ml/dlib/dlib/reference_counter/reference_counter_kernel_abstract.h
+++ b/src/ml/dlib/dlib/reference_counter/reference_counter_kernel_abstract.h
diff --git a/ml/dlib/dlib/revision.h.in b/src/ml/dlib/dlib/revision.h.in
index e6922c17c..e6922c17c 100644
--- a/ml/dlib/dlib/revision.h.in
+++ b/src/ml/dlib/dlib/revision.h.in
diff --git a/ml/dlib/dlib/sequence.h b/src/ml/dlib/dlib/sequence.h
index 1223c30bb..1223c30bb 100644
--- a/ml/dlib/dlib/sequence.h
+++ b/src/ml/dlib/dlib/sequence.h
diff --git a/ml/dlib/dlib/sequence/sequence_compare_1.h b/src/ml/dlib/dlib/sequence/sequence_compare_1.h
index 9bc3c773d..9bc3c773d 100644
--- a/ml/dlib/dlib/sequence/sequence_compare_1.h
+++ b/src/ml/dlib/dlib/sequence/sequence_compare_1.h
diff --git a/ml/dlib/dlib/sequence/sequence_compare_abstract.h b/src/ml/dlib/dlib/sequence/sequence_compare_abstract.h
index 261703f45..261703f45 100644
--- a/ml/dlib/dlib/sequence/sequence_compare_abstract.h
+++ b/src/ml/dlib/dlib/sequence/sequence_compare_abstract.h
diff --git a/ml/dlib/dlib/sequence/sequence_kernel_1.h b/src/ml/dlib/dlib/sequence/sequence_kernel_1.h
index 9e1e26f1b..9e1e26f1b 100644
--- a/ml/dlib/dlib/sequence/sequence_kernel_1.h
+++ b/src/ml/dlib/dlib/sequence/sequence_kernel_1.h
diff --git a/ml/dlib/dlib/sequence/sequence_kernel_2.h b/src/ml/dlib/dlib/sequence/sequence_kernel_2.h
index f15c50e93..f15c50e93 100644
--- a/ml/dlib/dlib/sequence/sequence_kernel_2.h
+++ b/src/ml/dlib/dlib/sequence/sequence_kernel_2.h
diff --git a/ml/dlib/dlib/sequence/sequence_kernel_abstract.h b/src/ml/dlib/dlib/sequence/sequence_kernel_abstract.h
index 8a0bdc5b3..8a0bdc5b3 100644
--- a/ml/dlib/dlib/sequence/sequence_kernel_abstract.h
+++ b/src/ml/dlib/dlib/sequence/sequence_kernel_abstract.h
diff --git a/ml/dlib/dlib/sequence/sequence_kernel_c.h b/src/ml/dlib/dlib/sequence/sequence_kernel_c.h
index c565b54f0..c565b54f0 100644
--- a/ml/dlib/dlib/sequence/sequence_kernel_c.h
+++ b/src/ml/dlib/dlib/sequence/sequence_kernel_c.h
diff --git a/ml/dlib/dlib/sequence/sequence_sort_1.h b/src/ml/dlib/dlib/sequence/sequence_sort_1.h
index 2dd258e50..2dd258e50 100644
--- a/ml/dlib/dlib/sequence/sequence_sort_1.h
+++ b/src/ml/dlib/dlib/sequence/sequence_sort_1.h
diff --git a/ml/dlib/dlib/sequence/sequence_sort_2.h b/src/ml/dlib/dlib/sequence/sequence_sort_2.h
index 558d4e0d5..558d4e0d5 100644
--- a/ml/dlib/dlib/sequence/sequence_sort_2.h
+++ b/src/ml/dlib/dlib/sequence/sequence_sort_2.h
diff --git a/ml/dlib/dlib/sequence/sequence_sort_abstract.h b/src/ml/dlib/dlib/sequence/sequence_sort_abstract.h
index fe0a91220..fe0a91220 100644
--- a/ml/dlib/dlib/sequence/sequence_sort_abstract.h
+++ b/src/ml/dlib/dlib/sequence/sequence_sort_abstract.h
diff --git a/ml/dlib/dlib/serialize.h b/src/ml/dlib/dlib/serialize.h
index f21bdaaff..f21bdaaff 100644
--- a/ml/dlib/dlib/serialize.h
+++ b/src/ml/dlib/dlib/serialize.h
diff --git a/ml/dlib/dlib/server.h b/src/ml/dlib/dlib/server.h
index d346941ab..d346941ab 100644
--- a/ml/dlib/dlib/server.h
+++ b/src/ml/dlib/dlib/server.h
diff --git a/ml/dlib/dlib/server/server_http.cpp b/src/ml/dlib/dlib/server/server_http.cpp
index 9e3051a43..9e3051a43 100644
--- a/ml/dlib/dlib/server/server_http.cpp
+++ b/src/ml/dlib/dlib/server/server_http.cpp
diff --git a/ml/dlib/dlib/server/server_http.h b/src/ml/dlib/dlib/server/server_http.h
index 4e95f679f..4e95f679f 100644
--- a/ml/dlib/dlib/server/server_http.h
+++ b/src/ml/dlib/dlib/server/server_http.h
diff --git a/ml/dlib/dlib/server/server_http_abstract.h b/src/ml/dlib/dlib/server/server_http_abstract.h
index 0bebfb61d..0bebfb61d 100644
--- a/ml/dlib/dlib/server/server_http_abstract.h
+++ b/src/ml/dlib/dlib/server/server_http_abstract.h
diff --git a/ml/dlib/dlib/server/server_iostream.cpp b/src/ml/dlib/dlib/server/server_iostream.cpp
index 0fd49b67c..0fd49b67c 100644
--- a/ml/dlib/dlib/server/server_iostream.cpp
+++ b/src/ml/dlib/dlib/server/server_iostream.cpp
diff --git a/ml/dlib/dlib/server/server_iostream.h b/src/ml/dlib/dlib/server/server_iostream.h
index eed349015..eed349015 100644
--- a/ml/dlib/dlib/server/server_iostream.h
+++ b/src/ml/dlib/dlib/server/server_iostream.h
diff --git a/ml/dlib/dlib/server/server_iostream_abstract.h b/src/ml/dlib/dlib/server/server_iostream_abstract.h
index 86cd460bf..86cd460bf 100644
--- a/ml/dlib/dlib/server/server_iostream_abstract.h
+++ b/src/ml/dlib/dlib/server/server_iostream_abstract.h
diff --git a/ml/dlib/dlib/server/server_kernel.cpp b/src/ml/dlib/dlib/server/server_kernel.cpp
index 9e8130e78..9e8130e78 100644
--- a/ml/dlib/dlib/server/server_kernel.cpp
+++ b/src/ml/dlib/dlib/server/server_kernel.cpp
diff --git a/ml/dlib/dlib/server/server_kernel.h b/src/ml/dlib/dlib/server/server_kernel.h
index 4232ff343..4232ff343 100644
--- a/ml/dlib/dlib/server/server_kernel.h
+++ b/src/ml/dlib/dlib/server/server_kernel.h
diff --git a/ml/dlib/dlib/server/server_kernel_abstract.h b/src/ml/dlib/dlib/server/server_kernel_abstract.h
index f7860d26c..f7860d26c 100644
--- a/ml/dlib/dlib/server/server_kernel_abstract.h
+++ b/src/ml/dlib/dlib/server/server_kernel_abstract.h
diff --git a/ml/dlib/dlib/set.h b/src/ml/dlib/dlib/set.h
index bec6932a2..bec6932a2 100644
--- a/ml/dlib/dlib/set.h
+++ b/src/ml/dlib/dlib/set.h
diff --git a/ml/dlib/dlib/set/set_compare_1.h b/src/ml/dlib/dlib/set/set_compare_1.h
index d4b5e76ca..d4b5e76ca 100644
--- a/ml/dlib/dlib/set/set_compare_1.h
+++ b/src/ml/dlib/dlib/set/set_compare_1.h
diff --git a/ml/dlib/dlib/set/set_compare_abstract.h b/src/ml/dlib/dlib/set/set_compare_abstract.h
index ff06218f8..ff06218f8 100644
--- a/ml/dlib/dlib/set/set_compare_abstract.h
+++ b/src/ml/dlib/dlib/set/set_compare_abstract.h
diff --git a/ml/dlib/dlib/set/set_kernel_1.h b/src/ml/dlib/dlib/set/set_kernel_1.h
index 9df96e671..9df96e671 100644
--- a/ml/dlib/dlib/set/set_kernel_1.h
+++ b/src/ml/dlib/dlib/set/set_kernel_1.h
diff --git a/ml/dlib/dlib/set/set_kernel_abstract.h b/src/ml/dlib/dlib/set/set_kernel_abstract.h
index 72a0a98b3..72a0a98b3 100644
--- a/ml/dlib/dlib/set/set_kernel_abstract.h
+++ b/src/ml/dlib/dlib/set/set_kernel_abstract.h
diff --git a/ml/dlib/dlib/set/set_kernel_c.h b/src/ml/dlib/dlib/set/set_kernel_c.h
index 679f9fae4..679f9fae4 100644
--- a/ml/dlib/dlib/set/set_kernel_c.h
+++ b/src/ml/dlib/dlib/set/set_kernel_c.h
diff --git a/ml/dlib/dlib/set_utils.h b/src/ml/dlib/dlib/set_utils.h
index a4ee5d3da..a4ee5d3da 100644
--- a/ml/dlib/dlib/set_utils.h
+++ b/src/ml/dlib/dlib/set_utils.h
diff --git a/ml/dlib/dlib/set_utils/set_utils.h b/src/ml/dlib/dlib/set_utils/set_utils.h
index c47b5ccd7..c47b5ccd7 100644
--- a/ml/dlib/dlib/set_utils/set_utils.h
+++ b/src/ml/dlib/dlib/set_utils/set_utils.h
diff --git a/ml/dlib/dlib/set_utils/set_utils_abstract.h b/src/ml/dlib/dlib/set_utils/set_utils_abstract.h
index e1eba6afc..e1eba6afc 100644
--- a/ml/dlib/dlib/set_utils/set_utils_abstract.h
+++ b/src/ml/dlib/dlib/set_utils/set_utils_abstract.h
diff --git a/ml/dlib/dlib/simd.h b/src/ml/dlib/dlib/simd.h
index 93df6702d..93df6702d 100644
--- a/ml/dlib/dlib/simd.h
+++ b/src/ml/dlib/dlib/simd.h
diff --git a/ml/dlib/dlib/simd/simd4f.h b/src/ml/dlib/dlib/simd/simd4f.h
index 2bfadd23f..2bfadd23f 100644
--- a/ml/dlib/dlib/simd/simd4f.h
+++ b/src/ml/dlib/dlib/simd/simd4f.h
diff --git a/ml/dlib/dlib/simd/simd4i.h b/src/ml/dlib/dlib/simd/simd4i.h
index ea33f14a8..ea33f14a8 100644
--- a/ml/dlib/dlib/simd/simd4i.h
+++ b/src/ml/dlib/dlib/simd/simd4i.h
diff --git a/ml/dlib/dlib/simd/simd8f.h b/src/ml/dlib/dlib/simd/simd8f.h
index 628ba74ee..628ba74ee 100644
--- a/ml/dlib/dlib/simd/simd8f.h
+++ b/src/ml/dlib/dlib/simd/simd8f.h
diff --git a/ml/dlib/dlib/simd/simd8i.h b/src/ml/dlib/dlib/simd/simd8i.h
index 18c06ec7e..18c06ec7e 100644
--- a/ml/dlib/dlib/simd/simd8i.h
+++ b/src/ml/dlib/dlib/simd/simd8i.h
diff --git a/ml/dlib/dlib/simd/simd_check.h b/src/ml/dlib/dlib/simd/simd_check.h
index c4ca0c3b8..c4ca0c3b8 100644
--- a/ml/dlib/dlib/simd/simd_check.h
+++ b/src/ml/dlib/dlib/simd/simd_check.h
diff --git a/ml/dlib/dlib/sliding_buffer.h b/src/ml/dlib/dlib/sliding_buffer.h
index fb89e1b00..fb89e1b00 100644
--- a/ml/dlib/dlib/sliding_buffer.h
+++ b/src/ml/dlib/dlib/sliding_buffer.h
diff --git a/ml/dlib/dlib/sliding_buffer/circular_buffer.h b/src/ml/dlib/dlib/sliding_buffer/circular_buffer.h
index 4fcc922d6..4fcc922d6 100644
--- a/ml/dlib/dlib/sliding_buffer/circular_buffer.h
+++ b/src/ml/dlib/dlib/sliding_buffer/circular_buffer.h
diff --git a/ml/dlib/dlib/sliding_buffer/circular_buffer_abstract.h b/src/ml/dlib/dlib/sliding_buffer/circular_buffer_abstract.h
index dc9f35c7a..dc9f35c7a 100644
--- a/ml/dlib/dlib/sliding_buffer/circular_buffer_abstract.h
+++ b/src/ml/dlib/dlib/sliding_buffer/circular_buffer_abstract.h
diff --git a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_1.h b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_1.h
index d3e6cc4b4..d3e6cc4b4 100644
--- a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_1.h
+++ b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_1.h
diff --git a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_abstract.h b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_abstract.h
index 687a9e878..687a9e878 100644
--- a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_abstract.h
diff --git a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_c.h b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_c.h
index a7330e4b5..a7330e4b5 100644
--- a/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_c.h
+++ b/src/ml/dlib/dlib/sliding_buffer/sliding_buffer_kernel_c.h
diff --git a/ml/dlib/dlib/smart_pointers.h b/src/ml/dlib/dlib/smart_pointers.h
index 905e88b15..905e88b15 100644
--- a/ml/dlib/dlib/smart_pointers.h
+++ b/src/ml/dlib/dlib/smart_pointers.h
diff --git a/ml/dlib/dlib/smart_pointers/scoped_ptr.h b/src/ml/dlib/dlib/smart_pointers/scoped_ptr.h
index dd890f330..dd890f330 100644
--- a/ml/dlib/dlib/smart_pointers/scoped_ptr.h
+++ b/src/ml/dlib/dlib/smart_pointers/scoped_ptr.h
diff --git a/ml/dlib/dlib/smart_pointers/shared_ptr.h b/src/ml/dlib/dlib/smart_pointers/shared_ptr.h
index 15f7a4919..15f7a4919 100644
--- a/ml/dlib/dlib/smart_pointers/shared_ptr.h
+++ b/src/ml/dlib/dlib/smart_pointers/shared_ptr.h
diff --git a/ml/dlib/dlib/smart_pointers/shared_ptr_abstract.h b/src/ml/dlib/dlib/smart_pointers/shared_ptr_abstract.h
index 9fc12c8e6..9fc12c8e6 100644
--- a/ml/dlib/dlib/smart_pointers/shared_ptr_abstract.h
+++ b/src/ml/dlib/dlib/smart_pointers/shared_ptr_abstract.h
diff --git a/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe.h b/src/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe.h
index 31bda5651..31bda5651 100644
--- a/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe.h
+++ b/src/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe.h
diff --git a/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe_abstract.h b/src/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe_abstract.h
index 472a00464..472a00464 100644
--- a/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe_abstract.h
+++ b/src/ml/dlib/dlib/smart_pointers/shared_ptr_thread_safe_abstract.h
diff --git a/ml/dlib/dlib/smart_pointers/weak_ptr.h b/src/ml/dlib/dlib/smart_pointers/weak_ptr.h
index 7e3405678..7e3405678 100644
--- a/ml/dlib/dlib/smart_pointers/weak_ptr.h
+++ b/src/ml/dlib/dlib/smart_pointers/weak_ptr.h
diff --git a/ml/dlib/dlib/smart_pointers/weak_ptr_abstract.h b/src/ml/dlib/dlib/smart_pointers/weak_ptr_abstract.h
index 549684e3a..549684e3a 100644
--- a/ml/dlib/dlib/smart_pointers/weak_ptr_abstract.h
+++ b/src/ml/dlib/dlib/smart_pointers/weak_ptr_abstract.h
diff --git a/ml/dlib/dlib/smart_pointers_thread_safe.h b/src/ml/dlib/dlib/smart_pointers_thread_safe.h
index e00141f08..e00141f08 100644
--- a/ml/dlib/dlib/smart_pointers_thread_safe.h
+++ b/src/ml/dlib/dlib/smart_pointers_thread_safe.h
diff --git a/ml/dlib/dlib/sockets.h b/src/ml/dlib/dlib/sockets.h
index e253587ed..e253587ed 100644
--- a/ml/dlib/dlib/sockets.h
+++ b/src/ml/dlib/dlib/sockets.h
diff --git a/ml/dlib/dlib/sockets/posix.h b/src/ml/dlib/dlib/sockets/posix.h
index d736a20d4..d736a20d4 100644
--- a/ml/dlib/dlib/sockets/posix.h
+++ b/src/ml/dlib/dlib/sockets/posix.h
diff --git a/ml/dlib/dlib/sockets/sockets_extensions.cpp b/src/ml/dlib/dlib/sockets/sockets_extensions.cpp
index be08c1998..be08c1998 100644
--- a/ml/dlib/dlib/sockets/sockets_extensions.cpp
+++ b/src/ml/dlib/dlib/sockets/sockets_extensions.cpp
diff --git a/ml/dlib/dlib/sockets/sockets_extensions.h b/src/ml/dlib/dlib/sockets/sockets_extensions.h
index 9faa34e01..9faa34e01 100644
--- a/ml/dlib/dlib/sockets/sockets_extensions.h
+++ b/src/ml/dlib/dlib/sockets/sockets_extensions.h
diff --git a/ml/dlib/dlib/sockets/sockets_extensions_abstract.h b/src/ml/dlib/dlib/sockets/sockets_extensions_abstract.h
index 194c22ab2..194c22ab2 100644
--- a/ml/dlib/dlib/sockets/sockets_extensions_abstract.h
+++ b/src/ml/dlib/dlib/sockets/sockets_extensions_abstract.h
diff --git a/ml/dlib/dlib/sockets/sockets_kernel_1.cpp b/src/ml/dlib/dlib/sockets/sockets_kernel_1.cpp
index 55e39569f..55e39569f 100644
--- a/ml/dlib/dlib/sockets/sockets_kernel_1.cpp
+++ b/src/ml/dlib/dlib/sockets/sockets_kernel_1.cpp
diff --git a/ml/dlib/dlib/sockets/sockets_kernel_1.h b/src/ml/dlib/dlib/sockets/sockets_kernel_1.h
index 5fb73ecd6..5fb73ecd6 100644
--- a/ml/dlib/dlib/sockets/sockets_kernel_1.h
+++ b/src/ml/dlib/dlib/sockets/sockets_kernel_1.h
diff --git a/ml/dlib/dlib/sockets/sockets_kernel_2.cpp b/src/ml/dlib/dlib/sockets/sockets_kernel_2.cpp
index ac7408ff3..ac7408ff3 100644
--- a/ml/dlib/dlib/sockets/sockets_kernel_2.cpp
+++ b/src/ml/dlib/dlib/sockets/sockets_kernel_2.cpp
diff --git a/ml/dlib/dlib/sockets/sockets_kernel_2.h b/src/ml/dlib/dlib/sockets/sockets_kernel_2.h
index f3bc94ec0..f3bc94ec0 100644
--- a/ml/dlib/dlib/sockets/sockets_kernel_2.h
+++ b/src/ml/dlib/dlib/sockets/sockets_kernel_2.h
diff --git a/ml/dlib/dlib/sockets/sockets_kernel_abstract.h b/src/ml/dlib/dlib/sockets/sockets_kernel_abstract.h
index d4571acad..d4571acad 100644
--- a/ml/dlib/dlib/sockets/sockets_kernel_abstract.h
+++ b/src/ml/dlib/dlib/sockets/sockets_kernel_abstract.h
diff --git a/ml/dlib/dlib/sockets/windows.h b/src/ml/dlib/dlib/sockets/windows.h
index 85b7fd8d8..85b7fd8d8 100644
--- a/ml/dlib/dlib/sockets/windows.h
+++ b/src/ml/dlib/dlib/sockets/windows.h
diff --git a/ml/dlib/dlib/sockstreambuf.h b/src/ml/dlib/dlib/sockstreambuf.h
index 41b0e7a9e..41b0e7a9e 100644
--- a/ml/dlib/dlib/sockstreambuf.h
+++ b/src/ml/dlib/dlib/sockstreambuf.h
diff --git a/ml/dlib/dlib/sockstreambuf/sockstreambuf.cpp b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf.cpp
index e328e4259..e328e4259 100644
--- a/ml/dlib/dlib/sockstreambuf/sockstreambuf.cpp
+++ b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf.cpp
diff --git a/ml/dlib/dlib/sockstreambuf/sockstreambuf.h b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf.h
index f5b450e78..f5b450e78 100644
--- a/ml/dlib/dlib/sockstreambuf/sockstreambuf.h
+++ b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf.h
diff --git a/ml/dlib/dlib/sockstreambuf/sockstreambuf_abstract.h b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_abstract.h
index 12be84193..12be84193 100644
--- a/ml/dlib/dlib/sockstreambuf/sockstreambuf_abstract.h
+++ b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_abstract.h
diff --git a/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.cpp b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.cpp
index 4dcefc17b..4dcefc17b 100644
--- a/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.cpp
+++ b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.cpp
diff --git a/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.h b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.h
index 8aa5992db..8aa5992db 100644
--- a/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.h
+++ b/src/ml/dlib/dlib/sockstreambuf/sockstreambuf_unbuffered.h
diff --git a/ml/dlib/dlib/sort.h b/src/ml/dlib/dlib/sort.h
index c798372f3..c798372f3 100644
--- a/ml/dlib/dlib/sort.h
+++ b/src/ml/dlib/dlib/sort.h
diff --git a/ml/dlib/dlib/sparse_vector.h b/src/ml/dlib/dlib/sparse_vector.h
index 4be6a3adc..4be6a3adc 100644
--- a/ml/dlib/dlib/sparse_vector.h
+++ b/src/ml/dlib/dlib/sparse_vector.h
diff --git a/ml/dlib/dlib/sqlite.h b/src/ml/dlib/dlib/sqlite.h
index b5aadbed2..b5aadbed2 100644
--- a/ml/dlib/dlib/sqlite.h
+++ b/src/ml/dlib/dlib/sqlite.h
diff --git a/ml/dlib/dlib/sqlite/sqlite.h b/src/ml/dlib/dlib/sqlite/sqlite.h
index 7eefbb21a..7eefbb21a 100644
--- a/ml/dlib/dlib/sqlite/sqlite.h
+++ b/src/ml/dlib/dlib/sqlite/sqlite.h
diff --git a/ml/dlib/dlib/sqlite/sqlite_abstract.h b/src/ml/dlib/dlib/sqlite/sqlite_abstract.h
index 7372162d8..7372162d8 100644
--- a/ml/dlib/dlib/sqlite/sqlite_abstract.h
+++ b/src/ml/dlib/dlib/sqlite/sqlite_abstract.h
diff --git a/ml/dlib/dlib/sqlite/sqlite_tools.h b/src/ml/dlib/dlib/sqlite/sqlite_tools.h
index 062a6b2c8..062a6b2c8 100644
--- a/ml/dlib/dlib/sqlite/sqlite_tools.h
+++ b/src/ml/dlib/dlib/sqlite/sqlite_tools.h
diff --git a/ml/dlib/dlib/sqlite/sqlite_tools_abstract.h b/src/ml/dlib/dlib/sqlite/sqlite_tools_abstract.h
index c13a09265..c13a09265 100644
--- a/ml/dlib/dlib/sqlite/sqlite_tools_abstract.h
+++ b/src/ml/dlib/dlib/sqlite/sqlite_tools_abstract.h
diff --git a/ml/dlib/dlib/sstream b/src/ml/dlib/dlib/sstream
index eb0e59e41..eb0e59e41 100644
--- a/ml/dlib/dlib/sstream
+++ b/src/ml/dlib/dlib/sstream
diff --git a/ml/dlib/dlib/stack.h b/src/ml/dlib/dlib/stack.h
index 58f2c5a6c..58f2c5a6c 100644
--- a/ml/dlib/dlib/stack.h
+++ b/src/ml/dlib/dlib/stack.h
diff --git a/ml/dlib/dlib/stack/stack_kernel_1.h b/src/ml/dlib/dlib/stack/stack_kernel_1.h
index 427d65183..427d65183 100644
--- a/ml/dlib/dlib/stack/stack_kernel_1.h
+++ b/src/ml/dlib/dlib/stack/stack_kernel_1.h
diff --git a/ml/dlib/dlib/stack/stack_kernel_abstract.h b/src/ml/dlib/dlib/stack/stack_kernel_abstract.h
index d86cc0629..d86cc0629 100644
--- a/ml/dlib/dlib/stack/stack_kernel_abstract.h
+++ b/src/ml/dlib/dlib/stack/stack_kernel_abstract.h
diff --git a/ml/dlib/dlib/stack/stack_kernel_c.h b/src/ml/dlib/dlib/stack/stack_kernel_c.h
index ec8642a40..ec8642a40 100644
--- a/ml/dlib/dlib/stack/stack_kernel_c.h
+++ b/src/ml/dlib/dlib/stack/stack_kernel_c.h
diff --git a/ml/dlib/dlib/stack_trace.cpp b/src/ml/dlib/dlib/stack_trace.cpp
index 0a6ff8ee6..0a6ff8ee6 100644
--- a/ml/dlib/dlib/stack_trace.cpp
+++ b/src/ml/dlib/dlib/stack_trace.cpp
diff --git a/ml/dlib/dlib/stack_trace.h b/src/ml/dlib/dlib/stack_trace.h
index aacbeb782..aacbeb782 100644
--- a/ml/dlib/dlib/stack_trace.h
+++ b/src/ml/dlib/dlib/stack_trace.h
diff --git a/ml/dlib/dlib/static_map.h b/src/ml/dlib/dlib/static_map.h
index f1fcadab9..f1fcadab9 100644
--- a/ml/dlib/dlib/static_map.h
+++ b/src/ml/dlib/dlib/static_map.h
diff --git a/ml/dlib/dlib/static_map/static_map_kernel_1.h b/src/ml/dlib/dlib/static_map/static_map_kernel_1.h
index a7b627ae6..a7b627ae6 100644
--- a/ml/dlib/dlib/static_map/static_map_kernel_1.h
+++ b/src/ml/dlib/dlib/static_map/static_map_kernel_1.h
diff --git a/ml/dlib/dlib/static_map/static_map_kernel_abstract.h b/src/ml/dlib/dlib/static_map/static_map_kernel_abstract.h
index 0821367b5..0821367b5 100644
--- a/ml/dlib/dlib/static_map/static_map_kernel_abstract.h
+++ b/src/ml/dlib/dlib/static_map/static_map_kernel_abstract.h
diff --git a/ml/dlib/dlib/static_map/static_map_kernel_c.h b/src/ml/dlib/dlib/static_map/static_map_kernel_c.h
index 576d79374..576d79374 100644
--- a/ml/dlib/dlib/static_map/static_map_kernel_c.h
+++ b/src/ml/dlib/dlib/static_map/static_map_kernel_c.h
diff --git a/ml/dlib/dlib/static_set.h b/src/ml/dlib/dlib/static_set.h
index 47ecbafe4..47ecbafe4 100644
--- a/ml/dlib/dlib/static_set.h
+++ b/src/ml/dlib/dlib/static_set.h
diff --git a/ml/dlib/dlib/static_set/static_set_compare_1.h b/src/ml/dlib/dlib/static_set/static_set_compare_1.h
index b5271e1d4..b5271e1d4 100644
--- a/ml/dlib/dlib/static_set/static_set_compare_1.h
+++ b/src/ml/dlib/dlib/static_set/static_set_compare_1.h
diff --git a/ml/dlib/dlib/static_set/static_set_compare_abstract.h b/src/ml/dlib/dlib/static_set/static_set_compare_abstract.h
index 356354e69..356354e69 100644
--- a/ml/dlib/dlib/static_set/static_set_compare_abstract.h
+++ b/src/ml/dlib/dlib/static_set/static_set_compare_abstract.h
diff --git a/ml/dlib/dlib/static_set/static_set_kernel_1.h b/src/ml/dlib/dlib/static_set/static_set_kernel_1.h
index 7a1f166fc..7a1f166fc 100644
--- a/ml/dlib/dlib/static_set/static_set_kernel_1.h
+++ b/src/ml/dlib/dlib/static_set/static_set_kernel_1.h
diff --git a/ml/dlib/dlib/static_set/static_set_kernel_abstract.h b/src/ml/dlib/dlib/static_set/static_set_kernel_abstract.h
index a2efd1aaa..a2efd1aaa 100644
--- a/ml/dlib/dlib/static_set/static_set_kernel_abstract.h
+++ b/src/ml/dlib/dlib/static_set/static_set_kernel_abstract.h
diff --git a/ml/dlib/dlib/static_set/static_set_kernel_c.h b/src/ml/dlib/dlib/static_set/static_set_kernel_c.h
index 1280c9c89..1280c9c89 100644
--- a/ml/dlib/dlib/static_set/static_set_kernel_c.h
+++ b/src/ml/dlib/dlib/static_set/static_set_kernel_c.h
diff --git a/ml/dlib/dlib/statistics.h b/src/ml/dlib/dlib/statistics.h
index 45785c635..45785c635 100644
--- a/ml/dlib/dlib/statistics.h
+++ b/src/ml/dlib/dlib/statistics.h
diff --git a/ml/dlib/dlib/statistics/average_precision.h b/src/ml/dlib/dlib/statistics/average_precision.h
index 6c2e7e0b1..6c2e7e0b1 100644
--- a/ml/dlib/dlib/statistics/average_precision.h
+++ b/src/ml/dlib/dlib/statistics/average_precision.h
diff --git a/ml/dlib/dlib/statistics/average_precision_abstract.h b/src/ml/dlib/dlib/statistics/average_precision_abstract.h
index 76c2c702a..76c2c702a 100644
--- a/ml/dlib/dlib/statistics/average_precision_abstract.h
+++ b/src/ml/dlib/dlib/statistics/average_precision_abstract.h
diff --git a/ml/dlib/dlib/statistics/cca.h b/src/ml/dlib/dlib/statistics/cca.h
index 21300ea8f..21300ea8f 100644
--- a/ml/dlib/dlib/statistics/cca.h
+++ b/src/ml/dlib/dlib/statistics/cca.h
diff --git a/ml/dlib/dlib/statistics/cca_abstract.h b/src/ml/dlib/dlib/statistics/cca_abstract.h
index 8e0b4e742..8e0b4e742 100644
--- a/ml/dlib/dlib/statistics/cca_abstract.h
+++ b/src/ml/dlib/dlib/statistics/cca_abstract.h
diff --git a/ml/dlib/dlib/statistics/dpca.h b/src/ml/dlib/dlib/statistics/dpca.h
index cae784682..cae784682 100644
--- a/ml/dlib/dlib/statistics/dpca.h
+++ b/src/ml/dlib/dlib/statistics/dpca.h
diff --git a/ml/dlib/dlib/statistics/dpca_abstract.h b/src/ml/dlib/dlib/statistics/dpca_abstract.h
index d9eef635b..d9eef635b 100644
--- a/ml/dlib/dlib/statistics/dpca_abstract.h
+++ b/src/ml/dlib/dlib/statistics/dpca_abstract.h
diff --git a/ml/dlib/dlib/statistics/image_feature_sampling.h b/src/ml/dlib/dlib/statistics/image_feature_sampling.h
index f04f9926e..f04f9926e 100644
--- a/ml/dlib/dlib/statistics/image_feature_sampling.h
+++ b/src/ml/dlib/dlib/statistics/image_feature_sampling.h
diff --git a/ml/dlib/dlib/statistics/image_feature_sampling_abstract.h b/src/ml/dlib/dlib/statistics/image_feature_sampling_abstract.h
index b51ef5423..b51ef5423 100644
--- a/ml/dlib/dlib/statistics/image_feature_sampling_abstract.h
+++ b/src/ml/dlib/dlib/statistics/image_feature_sampling_abstract.h
diff --git a/ml/dlib/dlib/statistics/lda.h b/src/ml/dlib/dlib/statistics/lda.h
index 38de3fd1e..38de3fd1e 100644
--- a/ml/dlib/dlib/statistics/lda.h
+++ b/src/ml/dlib/dlib/statistics/lda.h
diff --git a/ml/dlib/dlib/statistics/lda_abstract.h b/src/ml/dlib/dlib/statistics/lda_abstract.h
index ab9fd7a32..ab9fd7a32 100644
--- a/ml/dlib/dlib/statistics/lda_abstract.h
+++ b/src/ml/dlib/dlib/statistics/lda_abstract.h
diff --git a/ml/dlib/dlib/statistics/random_subset_selector.h b/src/ml/dlib/dlib/statistics/random_subset_selector.h
index 17492363d..17492363d 100644
--- a/ml/dlib/dlib/statistics/random_subset_selector.h
+++ b/src/ml/dlib/dlib/statistics/random_subset_selector.h
diff --git a/ml/dlib/dlib/statistics/random_subset_selector_abstract.h b/src/ml/dlib/dlib/statistics/random_subset_selector_abstract.h
index 96f8b545d..96f8b545d 100644
--- a/ml/dlib/dlib/statistics/random_subset_selector_abstract.h
+++ b/src/ml/dlib/dlib/statistics/random_subset_selector_abstract.h
diff --git a/ml/dlib/dlib/statistics/running_gradient.h b/src/ml/dlib/dlib/statistics/running_gradient.h
index d3f1b3ddf..d3f1b3ddf 100644
--- a/ml/dlib/dlib/statistics/running_gradient.h
+++ b/src/ml/dlib/dlib/statistics/running_gradient.h
diff --git a/ml/dlib/dlib/statistics/running_gradient_abstract.h b/src/ml/dlib/dlib/statistics/running_gradient_abstract.h
index a42e1c152..a42e1c152 100644
--- a/ml/dlib/dlib/statistics/running_gradient_abstract.h
+++ b/src/ml/dlib/dlib/statistics/running_gradient_abstract.h
diff --git a/ml/dlib/dlib/statistics/sammon.h b/src/ml/dlib/dlib/statistics/sammon.h
index 1a3eb72a1..1a3eb72a1 100644
--- a/ml/dlib/dlib/statistics/sammon.h
+++ b/src/ml/dlib/dlib/statistics/sammon.h
diff --git a/ml/dlib/dlib/statistics/sammon_abstract.h b/src/ml/dlib/dlib/statistics/sammon_abstract.h
index 0e009729c..0e009729c 100644
--- a/ml/dlib/dlib/statistics/sammon_abstract.h
+++ b/src/ml/dlib/dlib/statistics/sammon_abstract.h
diff --git a/ml/dlib/dlib/statistics/statistics.h b/src/ml/dlib/dlib/statistics/statistics.h
index 9dee7006b..9dee7006b 100644
--- a/ml/dlib/dlib/statistics/statistics.h
+++ b/src/ml/dlib/dlib/statistics/statistics.h
diff --git a/ml/dlib/dlib/statistics/statistics_abstract.h b/src/ml/dlib/dlib/statistics/statistics_abstract.h
index ef8f13802..ef8f13802 100644
--- a/ml/dlib/dlib/statistics/statistics_abstract.h
+++ b/src/ml/dlib/dlib/statistics/statistics_abstract.h
diff --git a/ml/dlib/dlib/statistics/vector_normalizer_frobmetric.h b/src/ml/dlib/dlib/statistics/vector_normalizer_frobmetric.h
index 690370f80..690370f80 100644
--- a/ml/dlib/dlib/statistics/vector_normalizer_frobmetric.h
+++ b/src/ml/dlib/dlib/statistics/vector_normalizer_frobmetric.h
diff --git a/ml/dlib/dlib/statistics/vector_normalizer_frobmetric_abstract.h b/src/ml/dlib/dlib/statistics/vector_normalizer_frobmetric_abstract.h
index 302628330..302628330 100644
--- a/ml/dlib/dlib/statistics/vector_normalizer_frobmetric_abstract.h
+++ b/src/ml/dlib/dlib/statistics/vector_normalizer_frobmetric_abstract.h
diff --git a/ml/dlib/dlib/std_allocator.h b/src/ml/dlib/dlib/std_allocator.h
index b6e411c12..b6e411c12 100644
--- a/ml/dlib/dlib/std_allocator.h
+++ b/src/ml/dlib/dlib/std_allocator.h
diff --git a/ml/dlib/dlib/stl_checked.h b/src/ml/dlib/dlib/stl_checked.h
index ec15aa84e..ec15aa84e 100644
--- a/ml/dlib/dlib/stl_checked.h
+++ b/src/ml/dlib/dlib/stl_checked.h
diff --git a/ml/dlib/dlib/stl_checked/std_vector_c.h b/src/ml/dlib/dlib/stl_checked/std_vector_c.h
index d46c9850c..d46c9850c 100644
--- a/ml/dlib/dlib/stl_checked/std_vector_c.h
+++ b/src/ml/dlib/dlib/stl_checked/std_vector_c.h
diff --git a/ml/dlib/dlib/stl_checked/std_vector_c_abstract.h b/src/ml/dlib/dlib/stl_checked/std_vector_c_abstract.h
index 2a8045c72..2a8045c72 100644
--- a/ml/dlib/dlib/stl_checked/std_vector_c_abstract.h
+++ b/src/ml/dlib/dlib/stl_checked/std_vector_c_abstract.h
diff --git a/ml/dlib/dlib/string.h b/src/ml/dlib/dlib/string.h
index 671fee404..671fee404 100644
--- a/ml/dlib/dlib/string.h
+++ b/src/ml/dlib/dlib/string.h
diff --git a/ml/dlib/dlib/string/cassert b/src/ml/dlib/dlib/string/cassert
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/string/cassert
+++ b/src/ml/dlib/dlib/string/cassert
diff --git a/ml/dlib/dlib/string/iomanip b/src/ml/dlib/dlib/string/iomanip
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/string/iomanip
+++ b/src/ml/dlib/dlib/string/iomanip
diff --git a/ml/dlib/dlib/string/iosfwd b/src/ml/dlib/dlib/string/iosfwd
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/string/iosfwd
+++ b/src/ml/dlib/dlib/string/iosfwd
diff --git a/ml/dlib/dlib/string/iostream b/src/ml/dlib/dlib/string/iostream
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/string/iostream
+++ b/src/ml/dlib/dlib/string/iostream
diff --git a/ml/dlib/dlib/string/locale b/src/ml/dlib/dlib/string/locale
index 6139ba823..6139ba823 100644
--- a/ml/dlib/dlib/string/locale
+++ b/src/ml/dlib/dlib/string/locale
diff --git a/ml/dlib/dlib/string/string.h b/src/ml/dlib/dlib/string/string.h
index 2c2602198..2c2602198 100644
--- a/ml/dlib/dlib/string/string.h
+++ b/src/ml/dlib/dlib/string/string.h
diff --git a/ml/dlib/dlib/string/string_abstract.h b/src/ml/dlib/dlib/string/string_abstract.h
index 0a1ef0c79..0a1ef0c79 100644
--- a/ml/dlib/dlib/string/string_abstract.h
+++ b/src/ml/dlib/dlib/string/string_abstract.h
diff --git a/ml/dlib/dlib/svm.h b/src/ml/dlib/dlib/svm.h
index 4dc7382c8..4dc7382c8 100644
--- a/ml/dlib/dlib/svm.h
+++ b/src/ml/dlib/dlib/svm.h
diff --git a/ml/dlib/dlib/svm/active_learning.h b/src/ml/dlib/dlib/svm/active_learning.h
index 581540e67..581540e67 100644
--- a/ml/dlib/dlib/svm/active_learning.h
+++ b/src/ml/dlib/dlib/svm/active_learning.h
diff --git a/ml/dlib/dlib/svm/active_learning_abstract.h b/src/ml/dlib/dlib/svm/active_learning_abstract.h
index 76a5120e3..76a5120e3 100644
--- a/ml/dlib/dlib/svm/active_learning_abstract.h
+++ b/src/ml/dlib/dlib/svm/active_learning_abstract.h
diff --git a/ml/dlib/dlib/svm/assignment_function.h b/src/ml/dlib/dlib/svm/assignment_function.h
index fdacb2c17..fdacb2c17 100644
--- a/ml/dlib/dlib/svm/assignment_function.h
+++ b/src/ml/dlib/dlib/svm/assignment_function.h
diff --git a/ml/dlib/dlib/svm/assignment_function_abstract.h b/src/ml/dlib/dlib/svm/assignment_function_abstract.h
index 927731856..927731856 100644
--- a/ml/dlib/dlib/svm/assignment_function_abstract.h
+++ b/src/ml/dlib/dlib/svm/assignment_function_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_assignment_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_assignment_trainer.h
index 8166e1c82..8166e1c82 100644
--- a/ml/dlib/dlib/svm/cross_validate_assignment_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_assignment_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_assignment_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_assignment_trainer_abstract.h
index 05dd4758e..05dd4758e 100644
--- a/ml/dlib/dlib/svm/cross_validate_assignment_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_assignment_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer.h
index 83e4e4048..83e4e4048 100644
--- a/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer_abstract.h
index cda4af91e..cda4af91e 100644
--- a/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_graph_labeling_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_multiclass_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_multiclass_trainer.h
index be8fa3f3f..be8fa3f3f 100644
--- a/ml/dlib/dlib/svm/cross_validate_multiclass_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_multiclass_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_multiclass_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_multiclass_trainer_abstract.h
index f84503cdc..f84503cdc 100644
--- a/ml/dlib/dlib/svm/cross_validate_multiclass_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_multiclass_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_object_detection_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_object_detection_trainer.h
index 7cb38f0b7..7cb38f0b7 100644
--- a/ml/dlib/dlib/svm/cross_validate_object_detection_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_object_detection_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_object_detection_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_object_detection_trainer_abstract.h
index 575ed77fb..575ed77fb 100644
--- a/ml/dlib/dlib/svm/cross_validate_object_detection_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_object_detection_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_regression_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_regression_trainer.h
index a4c6077c9..a4c6077c9 100644
--- a/ml/dlib/dlib/svm/cross_validate_regression_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_regression_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_regression_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_regression_trainer_abstract.h
index d6298aa74..d6298aa74 100644
--- a/ml/dlib/dlib/svm/cross_validate_regression_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_regression_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_sequence_labeler.h b/src/ml/dlib/dlib/svm/cross_validate_sequence_labeler.h
index 75c4e363a..75c4e363a 100644
--- a/ml/dlib/dlib/svm/cross_validate_sequence_labeler.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_sequence_labeler.h
diff --git a/ml/dlib/dlib/svm/cross_validate_sequence_labeler_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_sequence_labeler_abstract.h
index 3d2409b28..3d2409b28 100644
--- a/ml/dlib/dlib/svm/cross_validate_sequence_labeler_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_sequence_labeler_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_sequence_segmenter.h b/src/ml/dlib/dlib/svm/cross_validate_sequence_segmenter.h
index 8413f9165..8413f9165 100644
--- a/ml/dlib/dlib/svm/cross_validate_sequence_segmenter.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_sequence_segmenter.h
diff --git a/ml/dlib/dlib/svm/cross_validate_sequence_segmenter_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_sequence_segmenter_abstract.h
index 87e21d592..87e21d592 100644
--- a/ml/dlib/dlib/svm/cross_validate_sequence_segmenter_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_sequence_segmenter_abstract.h
diff --git a/ml/dlib/dlib/svm/cross_validate_track_association_trainer.h b/src/ml/dlib/dlib/svm/cross_validate_track_association_trainer.h
index dac519b7a..dac519b7a 100644
--- a/ml/dlib/dlib/svm/cross_validate_track_association_trainer.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_track_association_trainer.h
diff --git a/ml/dlib/dlib/svm/cross_validate_track_association_trainer_abstract.h b/src/ml/dlib/dlib/svm/cross_validate_track_association_trainer_abstract.h
index 76b985600..76b985600 100644
--- a/ml/dlib/dlib/svm/cross_validate_track_association_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/cross_validate_track_association_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/empirical_kernel_map.h b/src/ml/dlib/dlib/svm/empirical_kernel_map.h
index 7a91e591a..7a91e591a 100644
--- a/ml/dlib/dlib/svm/empirical_kernel_map.h
+++ b/src/ml/dlib/dlib/svm/empirical_kernel_map.h
diff --git a/ml/dlib/dlib/svm/empirical_kernel_map_abstract.h b/src/ml/dlib/dlib/svm/empirical_kernel_map_abstract.h
index 8fc413447..8fc413447 100644
--- a/ml/dlib/dlib/svm/empirical_kernel_map_abstract.h
+++ b/src/ml/dlib/dlib/svm/empirical_kernel_map_abstract.h
diff --git a/ml/dlib/dlib/svm/feature_ranking.h b/src/ml/dlib/dlib/svm/feature_ranking.h
index f6324fe3d..f6324fe3d 100644
--- a/ml/dlib/dlib/svm/feature_ranking.h
+++ b/src/ml/dlib/dlib/svm/feature_ranking.h
diff --git a/ml/dlib/dlib/svm/feature_ranking_abstract.h b/src/ml/dlib/dlib/svm/feature_ranking_abstract.h
index 5a6fd3bb9..5a6fd3bb9 100644
--- a/ml/dlib/dlib/svm/feature_ranking_abstract.h
+++ b/src/ml/dlib/dlib/svm/feature_ranking_abstract.h
diff --git a/ml/dlib/dlib/svm/function.h b/src/ml/dlib/dlib/svm/function.h
index f5a62a9f7..f5a62a9f7 100644
--- a/ml/dlib/dlib/svm/function.h
+++ b/src/ml/dlib/dlib/svm/function.h
diff --git a/ml/dlib/dlib/svm/function_abstract.h b/src/ml/dlib/dlib/svm/function_abstract.h
index 783a68c50..783a68c50 100644
--- a/ml/dlib/dlib/svm/function_abstract.h
+++ b/src/ml/dlib/dlib/svm/function_abstract.h
diff --git a/ml/dlib/dlib/svm/kcentroid.h b/src/ml/dlib/dlib/svm/kcentroid.h
index 5f380486a..5f380486a 100644
--- a/ml/dlib/dlib/svm/kcentroid.h
+++ b/src/ml/dlib/dlib/svm/kcentroid.h
diff --git a/ml/dlib/dlib/svm/kcentroid_abstract.h b/src/ml/dlib/dlib/svm/kcentroid_abstract.h
index 44b94c813..44b94c813 100644
--- a/ml/dlib/dlib/svm/kcentroid_abstract.h
+++ b/src/ml/dlib/dlib/svm/kcentroid_abstract.h
diff --git a/ml/dlib/dlib/svm/kcentroid_overloads.h b/src/ml/dlib/dlib/svm/kcentroid_overloads.h
index 9c39f3d78..9c39f3d78 100644
--- a/ml/dlib/dlib/svm/kcentroid_overloads.h
+++ b/src/ml/dlib/dlib/svm/kcentroid_overloads.h
diff --git a/ml/dlib/dlib/svm/kernel.h b/src/ml/dlib/dlib/svm/kernel.h
index 907420986..907420986 100644
--- a/ml/dlib/dlib/svm/kernel.h
+++ b/src/ml/dlib/dlib/svm/kernel.h
diff --git a/ml/dlib/dlib/svm/kernel_abstract.h b/src/ml/dlib/dlib/svm/kernel_abstract.h
index f72430eb8..f72430eb8 100644
--- a/ml/dlib/dlib/svm/kernel_abstract.h
+++ b/src/ml/dlib/dlib/svm/kernel_abstract.h
diff --git a/ml/dlib/dlib/svm/kernel_matrix.h b/src/ml/dlib/dlib/svm/kernel_matrix.h
index f6e1e0b90..f6e1e0b90 100644
--- a/ml/dlib/dlib/svm/kernel_matrix.h
+++ b/src/ml/dlib/dlib/svm/kernel_matrix.h
diff --git a/ml/dlib/dlib/svm/kernel_matrix_abstract.h b/src/ml/dlib/dlib/svm/kernel_matrix_abstract.h
index 4aa4b1ce2..4aa4b1ce2 100644
--- a/ml/dlib/dlib/svm/kernel_matrix_abstract.h
+++ b/src/ml/dlib/dlib/svm/kernel_matrix_abstract.h
diff --git a/ml/dlib/dlib/svm/kkmeans.h b/src/ml/dlib/dlib/svm/kkmeans.h
index 4c72106d8..4c72106d8 100644
--- a/ml/dlib/dlib/svm/kkmeans.h
+++ b/src/ml/dlib/dlib/svm/kkmeans.h
diff --git a/ml/dlib/dlib/svm/kkmeans_abstract.h b/src/ml/dlib/dlib/svm/kkmeans_abstract.h
index 9f9d7ccce..9f9d7ccce 100644
--- a/ml/dlib/dlib/svm/kkmeans_abstract.h
+++ b/src/ml/dlib/dlib/svm/kkmeans_abstract.h
diff --git a/ml/dlib/dlib/svm/krls.h b/src/ml/dlib/dlib/svm/krls.h
index 6c72e45e8..6c72e45e8 100644
--- a/ml/dlib/dlib/svm/krls.h
+++ b/src/ml/dlib/dlib/svm/krls.h
diff --git a/ml/dlib/dlib/svm/krls_abstract.h b/src/ml/dlib/dlib/svm/krls_abstract.h
index 7ea2d9872..7ea2d9872 100644
--- a/ml/dlib/dlib/svm/krls_abstract.h
+++ b/src/ml/dlib/dlib/svm/krls_abstract.h
diff --git a/ml/dlib/dlib/svm/krr_trainer.h b/src/ml/dlib/dlib/svm/krr_trainer.h
index a43431169..a43431169 100644
--- a/ml/dlib/dlib/svm/krr_trainer.h
+++ b/src/ml/dlib/dlib/svm/krr_trainer.h
diff --git a/ml/dlib/dlib/svm/krr_trainer_abstract.h b/src/ml/dlib/dlib/svm/krr_trainer_abstract.h
index 399802f6b..399802f6b 100644
--- a/ml/dlib/dlib/svm/krr_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/krr_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/linearly_independent_subset_finder.h b/src/ml/dlib/dlib/svm/linearly_independent_subset_finder.h
index 3bac0df2c..3bac0df2c 100644
--- a/ml/dlib/dlib/svm/linearly_independent_subset_finder.h
+++ b/src/ml/dlib/dlib/svm/linearly_independent_subset_finder.h
diff --git a/ml/dlib/dlib/svm/linearly_independent_subset_finder_abstract.h b/src/ml/dlib/dlib/svm/linearly_independent_subset_finder_abstract.h
index 3224f9a0a..3224f9a0a 100644
--- a/ml/dlib/dlib/svm/linearly_independent_subset_finder_abstract.h
+++ b/src/ml/dlib/dlib/svm/linearly_independent_subset_finder_abstract.h
diff --git a/ml/dlib/dlib/svm/multiclass_tools.h b/src/ml/dlib/dlib/svm/multiclass_tools.h
index d97e8aa04..d97e8aa04 100644
--- a/ml/dlib/dlib/svm/multiclass_tools.h
+++ b/src/ml/dlib/dlib/svm/multiclass_tools.h
diff --git a/ml/dlib/dlib/svm/multiclass_tools_abstract.h b/src/ml/dlib/dlib/svm/multiclass_tools_abstract.h
index 9e7774d3f..9e7774d3f 100644
--- a/ml/dlib/dlib/svm/multiclass_tools_abstract.h
+++ b/src/ml/dlib/dlib/svm/multiclass_tools_abstract.h
diff --git a/ml/dlib/dlib/svm/null_df.h b/src/ml/dlib/dlib/svm/null_df.h
index 2cbbf04a7..2cbbf04a7 100644
--- a/ml/dlib/dlib/svm/null_df.h
+++ b/src/ml/dlib/dlib/svm/null_df.h
diff --git a/ml/dlib/dlib/svm/null_trainer.h b/src/ml/dlib/dlib/svm/null_trainer.h
index 015b00c15..015b00c15 100644
--- a/ml/dlib/dlib/svm/null_trainer.h
+++ b/src/ml/dlib/dlib/svm/null_trainer.h
diff --git a/ml/dlib/dlib/svm/null_trainer_abstract.h b/src/ml/dlib/dlib/svm/null_trainer_abstract.h
index 25f6a5443..25f6a5443 100644
--- a/ml/dlib/dlib/svm/null_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/null_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/num_nonnegative_weights.h b/src/ml/dlib/dlib/svm/num_nonnegative_weights.h
index 4f21f9b69..4f21f9b69 100644
--- a/ml/dlib/dlib/svm/num_nonnegative_weights.h
+++ b/src/ml/dlib/dlib/svm/num_nonnegative_weights.h
diff --git a/ml/dlib/dlib/svm/one_vs_all_decision_function.h b/src/ml/dlib/dlib/svm/one_vs_all_decision_function.h
index 8afa52344..8afa52344 100644
--- a/ml/dlib/dlib/svm/one_vs_all_decision_function.h
+++ b/src/ml/dlib/dlib/svm/one_vs_all_decision_function.h
diff --git a/ml/dlib/dlib/svm/one_vs_all_decision_function_abstract.h b/src/ml/dlib/dlib/svm/one_vs_all_decision_function_abstract.h
index 8daacb8d6..8daacb8d6 100644
--- a/ml/dlib/dlib/svm/one_vs_all_decision_function_abstract.h
+++ b/src/ml/dlib/dlib/svm/one_vs_all_decision_function_abstract.h
diff --git a/ml/dlib/dlib/svm/one_vs_all_trainer.h b/src/ml/dlib/dlib/svm/one_vs_all_trainer.h
index bcb006a41..bcb006a41 100644
--- a/ml/dlib/dlib/svm/one_vs_all_trainer.h
+++ b/src/ml/dlib/dlib/svm/one_vs_all_trainer.h
diff --git a/ml/dlib/dlib/svm/one_vs_all_trainer_abstract.h b/src/ml/dlib/dlib/svm/one_vs_all_trainer_abstract.h
index fb719a7e4..fb719a7e4 100644
--- a/ml/dlib/dlib/svm/one_vs_all_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/one_vs_all_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/one_vs_one_decision_function.h b/src/ml/dlib/dlib/svm/one_vs_one_decision_function.h
index 02a5fa51e..02a5fa51e 100644
--- a/ml/dlib/dlib/svm/one_vs_one_decision_function.h
+++ b/src/ml/dlib/dlib/svm/one_vs_one_decision_function.h
diff --git a/ml/dlib/dlib/svm/one_vs_one_decision_function_abstract.h b/src/ml/dlib/dlib/svm/one_vs_one_decision_function_abstract.h
index cf22e0ba7..cf22e0ba7 100644
--- a/ml/dlib/dlib/svm/one_vs_one_decision_function_abstract.h
+++ b/src/ml/dlib/dlib/svm/one_vs_one_decision_function_abstract.h
diff --git a/ml/dlib/dlib/svm/one_vs_one_trainer.h b/src/ml/dlib/dlib/svm/one_vs_one_trainer.h
index 2beec8f67..2beec8f67 100644
--- a/ml/dlib/dlib/svm/one_vs_one_trainer.h
+++ b/src/ml/dlib/dlib/svm/one_vs_one_trainer.h
diff --git a/ml/dlib/dlib/svm/one_vs_one_trainer_abstract.h b/src/ml/dlib/dlib/svm/one_vs_one_trainer_abstract.h
index 42ba35815..42ba35815 100644
--- a/ml/dlib/dlib/svm/one_vs_one_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/one_vs_one_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/pegasos.h b/src/ml/dlib/dlib/svm/pegasos.h
index c28093fe0..c28093fe0 100644
--- a/ml/dlib/dlib/svm/pegasos.h
+++ b/src/ml/dlib/dlib/svm/pegasos.h
diff --git a/ml/dlib/dlib/svm/pegasos_abstract.h b/src/ml/dlib/dlib/svm/pegasos_abstract.h
index 008b1cb94..008b1cb94 100644
--- a/ml/dlib/dlib/svm/pegasos_abstract.h
+++ b/src/ml/dlib/dlib/svm/pegasos_abstract.h
diff --git a/ml/dlib/dlib/svm/ranking_tools.h b/src/ml/dlib/dlib/svm/ranking_tools.h
index 3c77b41ae..3c77b41ae 100644
--- a/ml/dlib/dlib/svm/ranking_tools.h
+++ b/src/ml/dlib/dlib/svm/ranking_tools.h
diff --git a/ml/dlib/dlib/svm/ranking_tools_abstract.h b/src/ml/dlib/dlib/svm/ranking_tools_abstract.h
index af6c7a2e3..af6c7a2e3 100644
--- a/ml/dlib/dlib/svm/ranking_tools_abstract.h
+++ b/src/ml/dlib/dlib/svm/ranking_tools_abstract.h
diff --git a/ml/dlib/dlib/svm/rbf_network.h b/src/ml/dlib/dlib/svm/rbf_network.h
index 23a2c7424..23a2c7424 100644
--- a/ml/dlib/dlib/svm/rbf_network.h
+++ b/src/ml/dlib/dlib/svm/rbf_network.h
diff --git a/ml/dlib/dlib/svm/rbf_network_abstract.h b/src/ml/dlib/dlib/svm/rbf_network_abstract.h
index 782a4bdbd..782a4bdbd 100644
--- a/ml/dlib/dlib/svm/rbf_network_abstract.h
+++ b/src/ml/dlib/dlib/svm/rbf_network_abstract.h
diff --git a/ml/dlib/dlib/svm/reduced.h b/src/ml/dlib/dlib/svm/reduced.h
index b4c5b63ca..b4c5b63ca 100644
--- a/ml/dlib/dlib/svm/reduced.h
+++ b/src/ml/dlib/dlib/svm/reduced.h
diff --git a/ml/dlib/dlib/svm/reduced_abstract.h b/src/ml/dlib/dlib/svm/reduced_abstract.h
index 8b186c033..8b186c033 100644
--- a/ml/dlib/dlib/svm/reduced_abstract.h
+++ b/src/ml/dlib/dlib/svm/reduced_abstract.h
diff --git a/ml/dlib/dlib/svm/rls.h b/src/ml/dlib/dlib/svm/rls.h
index edee6b062..edee6b062 100644
--- a/ml/dlib/dlib/svm/rls.h
+++ b/src/ml/dlib/dlib/svm/rls.h
diff --git a/ml/dlib/dlib/svm/rls_abstract.h b/src/ml/dlib/dlib/svm/rls_abstract.h
index c593e4330..c593e4330 100644
--- a/ml/dlib/dlib/svm/rls_abstract.h
+++ b/src/ml/dlib/dlib/svm/rls_abstract.h
diff --git a/ml/dlib/dlib/svm/roc_trainer.h b/src/ml/dlib/dlib/svm/roc_trainer.h
index fa2c0ef9b..fa2c0ef9b 100644
--- a/ml/dlib/dlib/svm/roc_trainer.h
+++ b/src/ml/dlib/dlib/svm/roc_trainer.h
diff --git a/ml/dlib/dlib/svm/roc_trainer_abstract.h b/src/ml/dlib/dlib/svm/roc_trainer_abstract.h
index 74e6f9b65..74e6f9b65 100644
--- a/ml/dlib/dlib/svm/roc_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/roc_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/rr_trainer.h b/src/ml/dlib/dlib/svm/rr_trainer.h
index 09177217e..09177217e 100644
--- a/ml/dlib/dlib/svm/rr_trainer.h
+++ b/src/ml/dlib/dlib/svm/rr_trainer.h
diff --git a/ml/dlib/dlib/svm/rr_trainer_abstract.h b/src/ml/dlib/dlib/svm/rr_trainer_abstract.h
index f2fe21068..f2fe21068 100644
--- a/ml/dlib/dlib/svm/rr_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/rr_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/rvm.h b/src/ml/dlib/dlib/svm/rvm.h
index e7ad495a2..e7ad495a2 100644
--- a/ml/dlib/dlib/svm/rvm.h
+++ b/src/ml/dlib/dlib/svm/rvm.h
diff --git a/ml/dlib/dlib/svm/rvm_abstract.h b/src/ml/dlib/dlib/svm/rvm_abstract.h
index 236d2ad3c..236d2ad3c 100644
--- a/ml/dlib/dlib/svm/rvm_abstract.h
+++ b/src/ml/dlib/dlib/svm/rvm_abstract.h
diff --git a/ml/dlib/dlib/svm/sequence_labeler.h b/src/ml/dlib/dlib/svm/sequence_labeler.h
index 882cdb881..882cdb881 100644
--- a/ml/dlib/dlib/svm/sequence_labeler.h
+++ b/src/ml/dlib/dlib/svm/sequence_labeler.h
diff --git a/ml/dlib/dlib/svm/sequence_labeler_abstract.h b/src/ml/dlib/dlib/svm/sequence_labeler_abstract.h
index 3970b723a..3970b723a 100644
--- a/ml/dlib/dlib/svm/sequence_labeler_abstract.h
+++ b/src/ml/dlib/dlib/svm/sequence_labeler_abstract.h
diff --git a/ml/dlib/dlib/svm/sequence_segmenter.h b/src/ml/dlib/dlib/svm/sequence_segmenter.h
index 237023efa..237023efa 100644
--- a/ml/dlib/dlib/svm/sequence_segmenter.h
+++ b/src/ml/dlib/dlib/svm/sequence_segmenter.h
diff --git a/ml/dlib/dlib/svm/sequence_segmenter_abstract.h b/src/ml/dlib/dlib/svm/sequence_segmenter_abstract.h
index 7229fee22..7229fee22 100644
--- a/ml/dlib/dlib/svm/sequence_segmenter_abstract.h
+++ b/src/ml/dlib/dlib/svm/sequence_segmenter_abstract.h
diff --git a/ml/dlib/dlib/svm/simplify_linear_decision_function.h b/src/ml/dlib/dlib/svm/simplify_linear_decision_function.h
index 4f5bef6f3..4f5bef6f3 100644
--- a/ml/dlib/dlib/svm/simplify_linear_decision_function.h
+++ b/src/ml/dlib/dlib/svm/simplify_linear_decision_function.h
diff --git a/ml/dlib/dlib/svm/simplify_linear_decision_function_abstract.h b/src/ml/dlib/dlib/svm/simplify_linear_decision_function_abstract.h
index cff8ae11f..cff8ae11f 100644
--- a/ml/dlib/dlib/svm/simplify_linear_decision_function_abstract.h
+++ b/src/ml/dlib/dlib/svm/simplify_linear_decision_function_abstract.h
diff --git a/ml/dlib/dlib/svm/sort_basis_vectors.h b/src/ml/dlib/dlib/svm/sort_basis_vectors.h
index 1d4605b41..1d4605b41 100644
--- a/ml/dlib/dlib/svm/sort_basis_vectors.h
+++ b/src/ml/dlib/dlib/svm/sort_basis_vectors.h
diff --git a/ml/dlib/dlib/svm/sort_basis_vectors_abstract.h b/src/ml/dlib/dlib/svm/sort_basis_vectors_abstract.h
index b43dca170..b43dca170 100644
--- a/ml/dlib/dlib/svm/sort_basis_vectors_abstract.h
+++ b/src/ml/dlib/dlib/svm/sort_basis_vectors_abstract.h
diff --git a/ml/dlib/dlib/svm/sparse_kernel.h b/src/ml/dlib/dlib/svm/sparse_kernel.h
index f571135ec..f571135ec 100644
--- a/ml/dlib/dlib/svm/sparse_kernel.h
+++ b/src/ml/dlib/dlib/svm/sparse_kernel.h
diff --git a/ml/dlib/dlib/svm/sparse_kernel_abstract.h b/src/ml/dlib/dlib/svm/sparse_kernel_abstract.h
index 55f9d7caa..55f9d7caa 100644
--- a/ml/dlib/dlib/svm/sparse_kernel_abstract.h
+++ b/src/ml/dlib/dlib/svm/sparse_kernel_abstract.h
diff --git a/ml/dlib/dlib/svm/sparse_vector.h b/src/ml/dlib/dlib/svm/sparse_vector.h
index c42723f89..c42723f89 100644
--- a/ml/dlib/dlib/svm/sparse_vector.h
+++ b/src/ml/dlib/dlib/svm/sparse_vector.h
diff --git a/ml/dlib/dlib/svm/sparse_vector_abstract.h b/src/ml/dlib/dlib/svm/sparse_vector_abstract.h
index e0c8d1f8c..e0c8d1f8c 100644
--- a/ml/dlib/dlib/svm/sparse_vector_abstract.h
+++ b/src/ml/dlib/dlib/svm/sparse_vector_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_assignment_trainer.h b/src/ml/dlib/dlib/svm/structural_assignment_trainer.h
index d55b74ff0..d55b74ff0 100644
--- a/ml/dlib/dlib/svm/structural_assignment_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_assignment_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_assignment_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_assignment_trainer_abstract.h
index ebd402d42..ebd402d42 100644
--- a/ml/dlib/dlib/svm/structural_assignment_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_assignment_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_graph_labeling_trainer.h b/src/ml/dlib/dlib/svm/structural_graph_labeling_trainer.h
index 4d55c772b..4d55c772b 100644
--- a/ml/dlib/dlib/svm/structural_graph_labeling_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_graph_labeling_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_graph_labeling_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_graph_labeling_trainer_abstract.h
index df88096a0..df88096a0 100644
--- a/ml/dlib/dlib/svm/structural_graph_labeling_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_graph_labeling_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_object_detection_trainer.h b/src/ml/dlib/dlib/svm/structural_object_detection_trainer.h
index bdf8c5b5c..bdf8c5b5c 100644
--- a/ml/dlib/dlib/svm/structural_object_detection_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_object_detection_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_object_detection_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_object_detection_trainer_abstract.h
index 2dd799874..2dd799874 100644
--- a/ml/dlib/dlib/svm/structural_object_detection_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_object_detection_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_sequence_labeling_trainer.h b/src/ml/dlib/dlib/svm/structural_sequence_labeling_trainer.h
index 9b61fd6c2..9b61fd6c2 100644
--- a/ml/dlib/dlib/svm/structural_sequence_labeling_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_sequence_labeling_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_sequence_labeling_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_sequence_labeling_trainer_abstract.h
index 43e5f5131..43e5f5131 100644
--- a/ml/dlib/dlib/svm/structural_sequence_labeling_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_sequence_labeling_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer.h b/src/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer.h
index 2e0214008..2e0214008 100644
--- a/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer_abstract.h
index bcd927ca6..bcd927ca6 100644
--- a/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_sequence_segmentation_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_assignment_problem.h b/src/ml/dlib/dlib/svm/structural_svm_assignment_problem.h
index 963af1631..963af1631 100644
--- a/ml/dlib/dlib/svm/structural_svm_assignment_problem.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_assignment_problem.h
diff --git a/ml/dlib/dlib/svm/structural_svm_assignment_problem_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_assignment_problem_abstract.h
index c06190726..c06190726 100644
--- a/ml/dlib/dlib/svm/structural_svm_assignment_problem_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_assignment_problem_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_distributed.h b/src/ml/dlib/dlib/svm/structural_svm_distributed.h
index a9542c70f..a9542c70f 100644
--- a/ml/dlib/dlib/svm/structural_svm_distributed.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_distributed.h
diff --git a/ml/dlib/dlib/svm/structural_svm_distributed_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_distributed_abstract.h
index 175a643c8..175a643c8 100644
--- a/ml/dlib/dlib/svm/structural_svm_distributed_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_distributed_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem.h b/src/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem.h
index c677861c9..c677861c9 100644
--- a/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem.h
diff --git a/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem_abstract.h
index ab99ed8f4..ab99ed8f4 100644
--- a/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_graph_labeling_problem_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_object_detection_problem.h b/src/ml/dlib/dlib/svm/structural_svm_object_detection_problem.h
index 1c54a42b1..1c54a42b1 100644
--- a/ml/dlib/dlib/svm/structural_svm_object_detection_problem.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_object_detection_problem.h
diff --git a/ml/dlib/dlib/svm/structural_svm_object_detection_problem_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_object_detection_problem_abstract.h
index d73c5920d..d73c5920d 100644
--- a/ml/dlib/dlib/svm/structural_svm_object_detection_problem_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_object_detection_problem_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_problem.h b/src/ml/dlib/dlib/svm/structural_svm_problem.h
index 3a73457b9..3a73457b9 100644
--- a/ml/dlib/dlib/svm/structural_svm_problem.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_problem.h
diff --git a/ml/dlib/dlib/svm/structural_svm_problem_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_problem_abstract.h
index 20b3d73a7..20b3d73a7 100644
--- a/ml/dlib/dlib/svm/structural_svm_problem_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_problem_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_problem_threaded.h b/src/ml/dlib/dlib/svm/structural_svm_problem_threaded.h
index e981ba8d9..e981ba8d9 100644
--- a/ml/dlib/dlib/svm/structural_svm_problem_threaded.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_problem_threaded.h
diff --git a/ml/dlib/dlib/svm/structural_svm_problem_threaded_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_problem_threaded_abstract.h
index 3cfc6a6eb..3cfc6a6eb 100644
--- a/ml/dlib/dlib/svm/structural_svm_problem_threaded_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_problem_threaded_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem.h b/src/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem.h
index 68dff66f5..68dff66f5 100644
--- a/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem.h
diff --git a/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem_abstract.h b/src/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem_abstract.h
index b46a55350..b46a55350 100644
--- a/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_svm_sequence_labeling_problem_abstract.h
diff --git a/ml/dlib/dlib/svm/structural_track_association_trainer.h b/src/ml/dlib/dlib/svm/structural_track_association_trainer.h
index 87fb829b2..87fb829b2 100644
--- a/ml/dlib/dlib/svm/structural_track_association_trainer.h
+++ b/src/ml/dlib/dlib/svm/structural_track_association_trainer.h
diff --git a/ml/dlib/dlib/svm/structural_track_association_trainer_abstract.h b/src/ml/dlib/dlib/svm/structural_track_association_trainer_abstract.h
index e78fadef7..e78fadef7 100644
--- a/ml/dlib/dlib/svm/structural_track_association_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/structural_track_association_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm.h b/src/ml/dlib/dlib/svm/svm.h
index e0587ef4a..e0587ef4a 100644
--- a/ml/dlib/dlib/svm/svm.h
+++ b/src/ml/dlib/dlib/svm/svm.h
diff --git a/ml/dlib/dlib/svm/svm_abstract.h b/src/ml/dlib/dlib/svm/svm_abstract.h
index ec92cf55b..ec92cf55b 100644
--- a/ml/dlib/dlib/svm/svm_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_c_ekm_trainer.h b/src/ml/dlib/dlib/svm/svm_c_ekm_trainer.h
index 735e0f22e..735e0f22e 100644
--- a/ml/dlib/dlib/svm/svm_c_ekm_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_c_ekm_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_c_ekm_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_c_ekm_trainer_abstract.h
index d1ba2bf5f..d1ba2bf5f 100644
--- a/ml/dlib/dlib/svm/svm_c_ekm_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_c_ekm_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer.h b/src/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer.h
index 039b70993..039b70993 100644
--- a/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer_abstract.h
index b57c54260..b57c54260 100644
--- a/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_c_linear_dcd_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_c_linear_trainer.h b/src/ml/dlib/dlib/svm/svm_c_linear_trainer.h
index 8d136d711..8d136d711 100644
--- a/ml/dlib/dlib/svm/svm_c_linear_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_c_linear_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_c_linear_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_c_linear_trainer_abstract.h
index 1b7a128f0..1b7a128f0 100644
--- a/ml/dlib/dlib/svm/svm_c_linear_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_c_linear_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_c_trainer.h b/src/ml/dlib/dlib/svm/svm_c_trainer.h
index 14dcf3482..14dcf3482 100644
--- a/ml/dlib/dlib/svm/svm_c_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_c_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_c_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_c_trainer_abstract.h
index 696cccdb7..696cccdb7 100644
--- a/ml/dlib/dlib/svm/svm_c_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_c_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_multiclass_linear_trainer.h b/src/ml/dlib/dlib/svm/svm_multiclass_linear_trainer.h
index 4727f7226..4727f7226 100644
--- a/ml/dlib/dlib/svm/svm_multiclass_linear_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_multiclass_linear_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_multiclass_linear_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_multiclass_linear_trainer_abstract.h
index 6561ce7b2..6561ce7b2 100644
--- a/ml/dlib/dlib/svm/svm_multiclass_linear_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_multiclass_linear_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_nu_trainer.h b/src/ml/dlib/dlib/svm/svm_nu_trainer.h
index 1e89d6efa..1e89d6efa 100644
--- a/ml/dlib/dlib/svm/svm_nu_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_nu_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_nu_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_nu_trainer_abstract.h
index 5ae0fba4a..5ae0fba4a 100644
--- a/ml/dlib/dlib/svm/svm_nu_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_nu_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_one_class_trainer.h b/src/ml/dlib/dlib/svm/svm_one_class_trainer.h
index be3cc8caf..be3cc8caf 100644
--- a/ml/dlib/dlib/svm/svm_one_class_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_one_class_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_one_class_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_one_class_trainer_abstract.h
index 6b55919ad..6b55919ad 100644
--- a/ml/dlib/dlib/svm/svm_one_class_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_one_class_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_rank_trainer.h b/src/ml/dlib/dlib/svm/svm_rank_trainer.h
index 0be737f48..0be737f48 100644
--- a/ml/dlib/dlib/svm/svm_rank_trainer.h
+++ b/src/ml/dlib/dlib/svm/svm_rank_trainer.h
diff --git a/ml/dlib/dlib/svm/svm_rank_trainer_abstract.h b/src/ml/dlib/dlib/svm/svm_rank_trainer_abstract.h
index 4658d950f..4658d950f 100644
--- a/ml/dlib/dlib/svm/svm_rank_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_rank_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svm_threaded.h b/src/ml/dlib/dlib/svm/svm_threaded.h
index 37927456b..37927456b 100644
--- a/ml/dlib/dlib/svm/svm_threaded.h
+++ b/src/ml/dlib/dlib/svm/svm_threaded.h
diff --git a/ml/dlib/dlib/svm/svm_threaded_abstract.h b/src/ml/dlib/dlib/svm/svm_threaded_abstract.h
index f9973fb5c..f9973fb5c 100644
--- a/ml/dlib/dlib/svm/svm_threaded_abstract.h
+++ b/src/ml/dlib/dlib/svm/svm_threaded_abstract.h
diff --git a/ml/dlib/dlib/svm/svr_linear_trainer.h b/src/ml/dlib/dlib/svm/svr_linear_trainer.h
index 27ce5b52a..27ce5b52a 100644
--- a/ml/dlib/dlib/svm/svr_linear_trainer.h
+++ b/src/ml/dlib/dlib/svm/svr_linear_trainer.h
diff --git a/ml/dlib/dlib/svm/svr_linear_trainer_abstract.h b/src/ml/dlib/dlib/svm/svr_linear_trainer_abstract.h
index c74310f06..c74310f06 100644
--- a/ml/dlib/dlib/svm/svr_linear_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svr_linear_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/svr_trainer.h b/src/ml/dlib/dlib/svm/svr_trainer.h
index bc6378a20..bc6378a20 100644
--- a/ml/dlib/dlib/svm/svr_trainer.h
+++ b/src/ml/dlib/dlib/svm/svr_trainer.h
diff --git a/ml/dlib/dlib/svm/svr_trainer_abstract.h b/src/ml/dlib/dlib/svm/svr_trainer_abstract.h
index c1dd5f1f3..c1dd5f1f3 100644
--- a/ml/dlib/dlib/svm/svr_trainer_abstract.h
+++ b/src/ml/dlib/dlib/svm/svr_trainer_abstract.h
diff --git a/ml/dlib/dlib/svm/track_association_function.h b/src/ml/dlib/dlib/svm/track_association_function.h
index bf5ef36c7..bf5ef36c7 100644
--- a/ml/dlib/dlib/svm/track_association_function.h
+++ b/src/ml/dlib/dlib/svm/track_association_function.h
diff --git a/ml/dlib/dlib/svm/track_association_function_abstract.h b/src/ml/dlib/dlib/svm/track_association_function_abstract.h
index 8a6fe153c..8a6fe153c 100644
--- a/ml/dlib/dlib/svm/track_association_function_abstract.h
+++ b/src/ml/dlib/dlib/svm/track_association_function_abstract.h
diff --git a/ml/dlib/dlib/svm_threaded.h b/src/ml/dlib/dlib/svm_threaded.h
index f77fab705..f77fab705 100644
--- a/ml/dlib/dlib/svm_threaded.h
+++ b/src/ml/dlib/dlib/svm_threaded.h
diff --git a/ml/dlib/dlib/sync_extension.h b/src/ml/dlib/dlib/sync_extension.h
index 8a50bce01..8a50bce01 100644
--- a/ml/dlib/dlib/sync_extension.h
+++ b/src/ml/dlib/dlib/sync_extension.h
diff --git a/ml/dlib/dlib/sync_extension/sync_extension_kernel_1.h b/src/ml/dlib/dlib/sync_extension/sync_extension_kernel_1.h
index 71fe7c391..71fe7c391 100644
--- a/ml/dlib/dlib/sync_extension/sync_extension_kernel_1.h
+++ b/src/ml/dlib/dlib/sync_extension/sync_extension_kernel_1.h
diff --git a/ml/dlib/dlib/sync_extension/sync_extension_kernel_abstract.h b/src/ml/dlib/dlib/sync_extension/sync_extension_kernel_abstract.h
index 35665d430..35665d430 100644
--- a/ml/dlib/dlib/sync_extension/sync_extension_kernel_abstract.h
+++ b/src/ml/dlib/dlib/sync_extension/sync_extension_kernel_abstract.h
diff --git a/ml/dlib/dlib/test/CMakeLists.txt b/src/ml/dlib/dlib/test/CMakeLists.txt
index d6147cb0e..d6147cb0e 100644
--- a/ml/dlib/dlib/test/CMakeLists.txt
+++ b/src/ml/dlib/dlib/test/CMakeLists.txt
diff --git a/ml/dlib/dlib/test/WINDOWS_build_and_run_all_unit_tests.bat b/src/ml/dlib/dlib/test/WINDOWS_build_and_run_all_unit_tests.bat
index 0cacfa631..0cacfa631 100644
--- a/ml/dlib/dlib/test/WINDOWS_build_and_run_all_unit_tests.bat
+++ b/src/ml/dlib/dlib/test/WINDOWS_build_and_run_all_unit_tests.bat
diff --git a/ml/dlib/dlib/test/active_learning.cpp b/src/ml/dlib/dlib/test/active_learning.cpp
index 9dc0013a5..9dc0013a5 100644
--- a/ml/dlib/dlib/test/active_learning.cpp
+++ b/src/ml/dlib/dlib/test/active_learning.cpp
diff --git a/ml/dlib/dlib/test/any.cpp b/src/ml/dlib/dlib/test/any.cpp
index 355d00b31..355d00b31 100644
--- a/ml/dlib/dlib/test/any.cpp
+++ b/src/ml/dlib/dlib/test/any.cpp
diff --git a/ml/dlib/dlib/test/any_function.cpp b/src/ml/dlib/dlib/test/any_function.cpp
index 8defb5988..8defb5988 100644
--- a/ml/dlib/dlib/test/any_function.cpp
+++ b/src/ml/dlib/dlib/test/any_function.cpp
diff --git a/ml/dlib/dlib/test/array.cpp b/src/ml/dlib/dlib/test/array.cpp
index 55ba1a724..55ba1a724 100644
--- a/ml/dlib/dlib/test/array.cpp
+++ b/src/ml/dlib/dlib/test/array.cpp
diff --git a/ml/dlib/dlib/test/array2d.cpp b/src/ml/dlib/dlib/test/array2d.cpp
index 12b8b586a..12b8b586a 100644
--- a/ml/dlib/dlib/test/array2d.cpp
+++ b/src/ml/dlib/dlib/test/array2d.cpp
diff --git a/ml/dlib/dlib/test/assignment_learning.cpp b/src/ml/dlib/dlib/test/assignment_learning.cpp
index bba47db3d..bba47db3d 100644
--- a/ml/dlib/dlib/test/assignment_learning.cpp
+++ b/src/ml/dlib/dlib/test/assignment_learning.cpp
diff --git a/ml/dlib/dlib/test/base64.cpp b/src/ml/dlib/dlib/test/base64.cpp
index f4d478018..f4d478018 100644
--- a/ml/dlib/dlib/test/base64.cpp
+++ b/src/ml/dlib/dlib/test/base64.cpp
diff --git a/ml/dlib/dlib/test/bayes_nets.cpp b/src/ml/dlib/dlib/test/bayes_nets.cpp
index 1a3035762..1a3035762 100644
--- a/ml/dlib/dlib/test/bayes_nets.cpp
+++ b/src/ml/dlib/dlib/test/bayes_nets.cpp
diff --git a/ml/dlib/dlib/test/bigint.cpp b/src/ml/dlib/dlib/test/bigint.cpp
index 3ddc631b4..3ddc631b4 100644
--- a/ml/dlib/dlib/test/bigint.cpp
+++ b/src/ml/dlib/dlib/test/bigint.cpp
diff --git a/ml/dlib/dlib/test/binary_search_tree.h b/src/ml/dlib/dlib/test/binary_search_tree.h
index 18bdff70d..18bdff70d 100644
--- a/ml/dlib/dlib/test/binary_search_tree.h
+++ b/src/ml/dlib/dlib/test/binary_search_tree.h
diff --git a/ml/dlib/dlib/test/binary_search_tree_kernel_1a.cpp b/src/ml/dlib/dlib/test/binary_search_tree_kernel_1a.cpp
index b7e0b3a1a..b7e0b3a1a 100644
--- a/ml/dlib/dlib/test/binary_search_tree_kernel_1a.cpp
+++ b/src/ml/dlib/dlib/test/binary_search_tree_kernel_1a.cpp
diff --git a/ml/dlib/dlib/test/binary_search_tree_kernel_2a.cpp b/src/ml/dlib/dlib/test/binary_search_tree_kernel_2a.cpp
index e2be4b143..e2be4b143 100644
--- a/ml/dlib/dlib/test/binary_search_tree_kernel_2a.cpp
+++ b/src/ml/dlib/dlib/test/binary_search_tree_kernel_2a.cpp
diff --git a/ml/dlib/dlib/test/binary_search_tree_mm1.cpp b/src/ml/dlib/dlib/test/binary_search_tree_mm1.cpp
index a9693bd15..a9693bd15 100644
--- a/ml/dlib/dlib/test/binary_search_tree_mm1.cpp
+++ b/src/ml/dlib/dlib/test/binary_search_tree_mm1.cpp
diff --git a/ml/dlib/dlib/test/binary_search_tree_mm2.cpp b/src/ml/dlib/dlib/test/binary_search_tree_mm2.cpp
index 354b1f91c..354b1f91c 100644
--- a/ml/dlib/dlib/test/binary_search_tree_mm2.cpp
+++ b/src/ml/dlib/dlib/test/binary_search_tree_mm2.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/CMakeLists.txt b/src/ml/dlib/dlib/test/blas_bindings/CMakeLists.txt
index 5deddee04..5deddee04 100644
--- a/ml/dlib/dlib/test/blas_bindings/CMakeLists.txt
+++ b/src/ml/dlib/dlib/test/blas_bindings/CMakeLists.txt
diff --git a/ml/dlib/dlib/test/blas_bindings/blas_bindings_dot.cpp b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_dot.cpp
index 0571b0685..0571b0685 100644
--- a/ml/dlib/dlib/test/blas_bindings/blas_bindings_dot.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_dot.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemm.cpp b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemm.cpp
index 83d41edd1..83d41edd1 100644
--- a/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemm.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemm.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemv.cpp b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemv.cpp
index 322438313..322438313 100644
--- a/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemv.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_gemv.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/blas_bindings_ger.cpp b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_ger.cpp
index 2aac834d2..2aac834d2 100644
--- a/ml/dlib/dlib/test/blas_bindings/blas_bindings_ger.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_ger.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/blas_bindings_scal_axpy.cpp b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_scal_axpy.cpp
index d1a7b99e4..d1a7b99e4 100644
--- a/ml/dlib/dlib/test/blas_bindings/blas_bindings_scal_axpy.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/blas_bindings_scal_axpy.cpp
diff --git a/ml/dlib/dlib/test/blas_bindings/vector.cpp b/src/ml/dlib/dlib/test/blas_bindings/vector.cpp
index 0a6f5f301..0a6f5f301 100644
--- a/ml/dlib/dlib/test/blas_bindings/vector.cpp
+++ b/src/ml/dlib/dlib/test/blas_bindings/vector.cpp
diff --git a/ml/dlib/dlib/test/bridge.cpp b/src/ml/dlib/dlib/test/bridge.cpp
index 36d270c74..36d270c74 100644
--- a/ml/dlib/dlib/test/bridge.cpp
+++ b/src/ml/dlib/dlib/test/bridge.cpp
diff --git a/ml/dlib/dlib/test/bsp.cpp b/src/ml/dlib/dlib/test/bsp.cpp
index 04367c1d3..04367c1d3 100644
--- a/ml/dlib/dlib/test/bsp.cpp
+++ b/src/ml/dlib/dlib/test/bsp.cpp
diff --git a/ml/dlib/dlib/test/byte_orderer.cpp b/src/ml/dlib/dlib/test/byte_orderer.cpp
index 7200c1b4a..7200c1b4a 100644
--- a/ml/dlib/dlib/test/byte_orderer.cpp
+++ b/src/ml/dlib/dlib/test/byte_orderer.cpp
diff --git a/ml/dlib/dlib/test/cca.cpp b/src/ml/dlib/dlib/test/cca.cpp
index a2014121d..a2014121d 100644
--- a/ml/dlib/dlib/test/cca.cpp
+++ b/src/ml/dlib/dlib/test/cca.cpp
diff --git a/ml/dlib/dlib/test/checkerboard.h b/src/ml/dlib/dlib/test/checkerboard.h
index 90c8f0cb8..90c8f0cb8 100644
--- a/ml/dlib/dlib/test/checkerboard.h
+++ b/src/ml/dlib/dlib/test/checkerboard.h
diff --git a/ml/dlib/dlib/test/clustering.cpp b/src/ml/dlib/dlib/test/clustering.cpp
index a784c57c0..a784c57c0 100644
--- a/ml/dlib/dlib/test/clustering.cpp
+++ b/src/ml/dlib/dlib/test/clustering.cpp
diff --git a/ml/dlib/dlib/test/cmd_line_parser.cpp b/src/ml/dlib/dlib/test/cmd_line_parser.cpp
index 9216a76cc..9216a76cc 100644
--- a/ml/dlib/dlib/test/cmd_line_parser.cpp
+++ b/src/ml/dlib/dlib/test/cmd_line_parser.cpp
diff --git a/ml/dlib/dlib/test/cmd_line_parser.h b/src/ml/dlib/dlib/test/cmd_line_parser.h
index 6f8e411a4..6f8e411a4 100644
--- a/ml/dlib/dlib/test/cmd_line_parser.h
+++ b/src/ml/dlib/dlib/test/cmd_line_parser.h
diff --git a/ml/dlib/dlib/test/cmd_line_parser_wchar_t.cpp b/src/ml/dlib/dlib/test/cmd_line_parser_wchar_t.cpp
index f771eeedb..f771eeedb 100644
--- a/ml/dlib/dlib/test/cmd_line_parser_wchar_t.cpp
+++ b/src/ml/dlib/dlib/test/cmd_line_parser_wchar_t.cpp
diff --git a/ml/dlib/dlib/test/compress_stream.cpp b/src/ml/dlib/dlib/test/compress_stream.cpp
index fbc57dd4c..fbc57dd4c 100644
--- a/ml/dlib/dlib/test/compress_stream.cpp
+++ b/src/ml/dlib/dlib/test/compress_stream.cpp
diff --git a/ml/dlib/dlib/test/conditioning_class.cpp b/src/ml/dlib/dlib/test/conditioning_class.cpp
index b4415eafd..b4415eafd 100644
--- a/ml/dlib/dlib/test/conditioning_class.cpp
+++ b/src/ml/dlib/dlib/test/conditioning_class.cpp
diff --git a/ml/dlib/dlib/test/conditioning_class.h b/src/ml/dlib/dlib/test/conditioning_class.h
index 3c6c88b8d..3c6c88b8d 100644
--- a/ml/dlib/dlib/test/conditioning_class.h
+++ b/src/ml/dlib/dlib/test/conditioning_class.h
diff --git a/ml/dlib/dlib/test/conditioning_class_c.cpp b/src/ml/dlib/dlib/test/conditioning_class_c.cpp
index 4bfd9f32a..4bfd9f32a 100644
--- a/ml/dlib/dlib/test/conditioning_class_c.cpp
+++ b/src/ml/dlib/dlib/test/conditioning_class_c.cpp
diff --git a/ml/dlib/dlib/test/config_reader.cpp b/src/ml/dlib/dlib/test/config_reader.cpp
index 20b5215f3..20b5215f3 100644
--- a/ml/dlib/dlib/test/config_reader.cpp
+++ b/src/ml/dlib/dlib/test/config_reader.cpp
diff --git a/ml/dlib/dlib/test/correlation_tracker.cpp b/src/ml/dlib/dlib/test/correlation_tracker.cpp
index 5ccf61c57..5ccf61c57 100644
--- a/ml/dlib/dlib/test/correlation_tracker.cpp
+++ b/src/ml/dlib/dlib/test/correlation_tracker.cpp
diff --git a/ml/dlib/dlib/test/crc32.cpp b/src/ml/dlib/dlib/test/crc32.cpp
index 32f67ed3a..32f67ed3a 100644
--- a/ml/dlib/dlib/test/crc32.cpp
+++ b/src/ml/dlib/dlib/test/crc32.cpp
diff --git a/ml/dlib/dlib/test/create_iris_datafile.cpp b/src/ml/dlib/dlib/test/create_iris_datafile.cpp
index 1e19d2aac..1e19d2aac 100644
--- a/ml/dlib/dlib/test/create_iris_datafile.cpp
+++ b/src/ml/dlib/dlib/test/create_iris_datafile.cpp
diff --git a/ml/dlib/dlib/test/create_iris_datafile.h b/src/ml/dlib/dlib/test/create_iris_datafile.h
index 805291f07..805291f07 100644
--- a/ml/dlib/dlib/test/create_iris_datafile.h
+++ b/src/ml/dlib/dlib/test/create_iris_datafile.h
diff --git a/ml/dlib/dlib/test/cublas.cpp b/src/ml/dlib/dlib/test/cublas.cpp
index 3f3cb09dc..3f3cb09dc 100644
--- a/ml/dlib/dlib/test/cublas.cpp
+++ b/src/ml/dlib/dlib/test/cublas.cpp
diff --git a/ml/dlib/dlib/test/data_io.cpp b/src/ml/dlib/dlib/test/data_io.cpp
index 8ced88008..8ced88008 100644
--- a/ml/dlib/dlib/test/data_io.cpp
+++ b/src/ml/dlib/dlib/test/data_io.cpp
diff --git a/ml/dlib/dlib/test/directed_graph.cpp b/src/ml/dlib/dlib/test/directed_graph.cpp
index b97976b96..b97976b96 100644
--- a/ml/dlib/dlib/test/directed_graph.cpp
+++ b/src/ml/dlib/dlib/test/directed_graph.cpp
diff --git a/ml/dlib/dlib/test/discriminant_pca.cpp b/src/ml/dlib/dlib/test/discriminant_pca.cpp
index 2a7aa61d1..2a7aa61d1 100644
--- a/ml/dlib/dlib/test/discriminant_pca.cpp
+++ b/src/ml/dlib/dlib/test/discriminant_pca.cpp
diff --git a/ml/dlib/dlib/test/disjoint_subsets.cpp b/src/ml/dlib/dlib/test/disjoint_subsets.cpp
index 2545219cd..2545219cd 100644
--- a/ml/dlib/dlib/test/disjoint_subsets.cpp
+++ b/src/ml/dlib/dlib/test/disjoint_subsets.cpp
diff --git a/ml/dlib/dlib/test/disjoint_subsets_sized.cpp b/src/ml/dlib/dlib/test/disjoint_subsets_sized.cpp
index 57ced68e6..57ced68e6 100644
--- a/ml/dlib/dlib/test/disjoint_subsets_sized.cpp
+++ b/src/ml/dlib/dlib/test/disjoint_subsets_sized.cpp
diff --git a/ml/dlib/dlib/test/dnn.cpp b/src/ml/dlib/dlib/test/dnn.cpp
index 9d3258b70..9d3258b70 100644
--- a/ml/dlib/dlib/test/dnn.cpp
+++ b/src/ml/dlib/dlib/test/dnn.cpp
diff --git a/ml/dlib/dlib/test/ekm_and_lisf.cpp b/src/ml/dlib/dlib/test/ekm_and_lisf.cpp
index b6f410177..b6f410177 100644
--- a/ml/dlib/dlib/test/ekm_and_lisf.cpp
+++ b/src/ml/dlib/dlib/test/ekm_and_lisf.cpp
diff --git a/ml/dlib/dlib/test/elastic_net.cpp b/src/ml/dlib/dlib/test/elastic_net.cpp
index 0e0501639..0e0501639 100644
--- a/ml/dlib/dlib/test/elastic_net.cpp
+++ b/src/ml/dlib/dlib/test/elastic_net.cpp
diff --git a/ml/dlib/dlib/test/empirical_kernel_map.cpp b/src/ml/dlib/dlib/test/empirical_kernel_map.cpp
index 95b085ab3..95b085ab3 100644
--- a/ml/dlib/dlib/test/empirical_kernel_map.cpp
+++ b/src/ml/dlib/dlib/test/empirical_kernel_map.cpp
diff --git a/ml/dlib/dlib/test/entropy_coder.cpp b/src/ml/dlib/dlib/test/entropy_coder.cpp
index 12a9a3305..12a9a3305 100644
--- a/ml/dlib/dlib/test/entropy_coder.cpp
+++ b/src/ml/dlib/dlib/test/entropy_coder.cpp
diff --git a/ml/dlib/dlib/test/entropy_encoder_model.cpp b/src/ml/dlib/dlib/test/entropy_encoder_model.cpp
index 0276cbe77..0276cbe77 100644
--- a/ml/dlib/dlib/test/entropy_encoder_model.cpp
+++ b/src/ml/dlib/dlib/test/entropy_encoder_model.cpp
diff --git a/ml/dlib/dlib/test/example.cpp b/src/ml/dlib/dlib/test/example.cpp
index 4cf927159..4cf927159 100644
--- a/ml/dlib/dlib/test/example.cpp
+++ b/src/ml/dlib/dlib/test/example.cpp
diff --git a/ml/dlib/dlib/test/example_args.cpp b/src/ml/dlib/dlib/test/example_args.cpp
index 573216c79..573216c79 100644
--- a/ml/dlib/dlib/test/example_args.cpp
+++ b/src/ml/dlib/dlib/test/example_args.cpp
diff --git a/ml/dlib/dlib/test/examples/CMakeLists.txt b/src/ml/dlib/dlib/test/examples/CMakeLists.txt
index 93bd9a139..93bd9a139 100644
--- a/ml/dlib/dlib/test/examples/CMakeLists.txt
+++ b/src/ml/dlib/dlib/test/examples/CMakeLists.txt
diff --git a/ml/dlib/dlib/test/face.cpp b/src/ml/dlib/dlib/test/face.cpp
index 1bb1a94b6..1bb1a94b6 100644
--- a/ml/dlib/dlib/test/face.cpp
+++ b/src/ml/dlib/dlib/test/face.cpp
diff --git a/ml/dlib/dlib/test/fft.cpp b/src/ml/dlib/dlib/test/fft.cpp
index 9d491e8fb..9d491e8fb 100644
--- a/ml/dlib/dlib/test/fft.cpp
+++ b/src/ml/dlib/dlib/test/fft.cpp
diff --git a/ml/dlib/dlib/test/fhog.cpp b/src/ml/dlib/dlib/test/fhog.cpp
index 88377bcc1..88377bcc1 100644
--- a/ml/dlib/dlib/test/fhog.cpp
+++ b/src/ml/dlib/dlib/test/fhog.cpp
diff --git a/ml/dlib/dlib/test/filtering.cpp b/src/ml/dlib/dlib/test/filtering.cpp
index 61dc88440..61dc88440 100644
--- a/ml/dlib/dlib/test/filtering.cpp
+++ b/src/ml/dlib/dlib/test/filtering.cpp
diff --git a/ml/dlib/dlib/test/find_max_factor_graph_nmplp.cpp b/src/ml/dlib/dlib/test/find_max_factor_graph_nmplp.cpp
index 2260e92a1..2260e92a1 100644
--- a/ml/dlib/dlib/test/find_max_factor_graph_nmplp.cpp
+++ b/src/ml/dlib/dlib/test/find_max_factor_graph_nmplp.cpp
diff --git a/ml/dlib/dlib/test/find_max_factor_graph_viterbi.cpp b/src/ml/dlib/dlib/test/find_max_factor_graph_viterbi.cpp
index 82754aefd..82754aefd 100644
--- a/ml/dlib/dlib/test/find_max_factor_graph_viterbi.cpp
+++ b/src/ml/dlib/dlib/test/find_max_factor_graph_viterbi.cpp
diff --git a/ml/dlib/dlib/test/find_optimal_parameters.cpp b/src/ml/dlib/dlib/test/find_optimal_parameters.cpp
index 9f2f5b348..9f2f5b348 100644
--- a/ml/dlib/dlib/test/find_optimal_parameters.cpp
+++ b/src/ml/dlib/dlib/test/find_optimal_parameters.cpp
diff --git a/ml/dlib/dlib/test/geometry.cpp b/src/ml/dlib/dlib/test/geometry.cpp
index 505a83d95..505a83d95 100644
--- a/ml/dlib/dlib/test/geometry.cpp
+++ b/src/ml/dlib/dlib/test/geometry.cpp
diff --git a/ml/dlib/dlib/test/global_optimization.cpp b/src/ml/dlib/dlib/test/global_optimization.cpp
index fee80c81f..fee80c81f 100644
--- a/ml/dlib/dlib/test/global_optimization.cpp
+++ b/src/ml/dlib/dlib/test/global_optimization.cpp
diff --git a/ml/dlib/dlib/test/graph.cpp b/src/ml/dlib/dlib/test/graph.cpp
index 0651f3049..0651f3049 100644
--- a/ml/dlib/dlib/test/graph.cpp
+++ b/src/ml/dlib/dlib/test/graph.cpp
diff --git a/ml/dlib/dlib/test/graph_cuts.cpp b/src/ml/dlib/dlib/test/graph_cuts.cpp
index 43ba35c16..43ba35c16 100644
--- a/ml/dlib/dlib/test/graph_cuts.cpp
+++ b/src/ml/dlib/dlib/test/graph_cuts.cpp
diff --git a/ml/dlib/dlib/test/graph_labeler.cpp b/src/ml/dlib/dlib/test/graph_labeler.cpp
index 112873896..112873896 100644
--- a/ml/dlib/dlib/test/graph_labeler.cpp
+++ b/src/ml/dlib/dlib/test/graph_labeler.cpp
diff --git a/ml/dlib/dlib/test/gui/CMakeLists.txt b/src/ml/dlib/dlib/test/gui/CMakeLists.txt
index 2ab3c2b47..2ab3c2b47 100644
--- a/ml/dlib/dlib/test/gui/CMakeLists.txt
+++ b/src/ml/dlib/dlib/test/gui/CMakeLists.txt
diff --git a/ml/dlib/dlib/test/gui/main.cpp b/src/ml/dlib/dlib/test/gui/main.cpp
index d61aba8c0..d61aba8c0 100644
--- a/ml/dlib/dlib/test/gui/main.cpp
+++ b/src/ml/dlib/dlib/test/gui/main.cpp
diff --git a/ml/dlib/dlib/test/hash.cpp b/src/ml/dlib/dlib/test/hash.cpp
index 94930e629..94930e629 100644
--- a/ml/dlib/dlib/test/hash.cpp
+++ b/src/ml/dlib/dlib/test/hash.cpp
diff --git a/ml/dlib/dlib/test/hash_map.cpp b/src/ml/dlib/dlib/test/hash_map.cpp
index 09af09936..09af09936 100644
--- a/ml/dlib/dlib/test/hash_map.cpp
+++ b/src/ml/dlib/dlib/test/hash_map.cpp
diff --git a/ml/dlib/dlib/test/hash_set.cpp b/src/ml/dlib/dlib/test/hash_set.cpp
index 02b665bdb..02b665bdb 100644
--- a/ml/dlib/dlib/test/hash_set.cpp
+++ b/src/ml/dlib/dlib/test/hash_set.cpp
diff --git a/ml/dlib/dlib/test/hash_table.cpp b/src/ml/dlib/dlib/test/hash_table.cpp
index f4754835e..f4754835e 100644
--- a/ml/dlib/dlib/test/hash_table.cpp
+++ b/src/ml/dlib/dlib/test/hash_table.cpp
diff --git a/ml/dlib/dlib/test/hog_image.cpp b/src/ml/dlib/dlib/test/hog_image.cpp
index 615e4d2ff..615e4d2ff 100644
--- a/ml/dlib/dlib/test/hog_image.cpp
+++ b/src/ml/dlib/dlib/test/hog_image.cpp
diff --git a/ml/dlib/dlib/test/image.cpp b/src/ml/dlib/dlib/test/image.cpp
index 01f1410cf..01f1410cf 100644
--- a/ml/dlib/dlib/test/image.cpp
+++ b/src/ml/dlib/dlib/test/image.cpp
diff --git a/ml/dlib/dlib/test/iosockstream.cpp b/src/ml/dlib/dlib/test/iosockstream.cpp
index c68de7bd3..c68de7bd3 100644
--- a/ml/dlib/dlib/test/iosockstream.cpp
+++ b/src/ml/dlib/dlib/test/iosockstream.cpp
diff --git a/ml/dlib/dlib/test/is_same_object.cpp b/src/ml/dlib/dlib/test/is_same_object.cpp
index ed71c5bef..ed71c5bef 100644
--- a/ml/dlib/dlib/test/is_same_object.cpp
+++ b/src/ml/dlib/dlib/test/is_same_object.cpp
diff --git a/ml/dlib/dlib/test/isotonic_regression.cpp b/src/ml/dlib/dlib/test/isotonic_regression.cpp
index 2ab46903c..2ab46903c 100644
--- a/ml/dlib/dlib/test/isotonic_regression.cpp
+++ b/src/ml/dlib/dlib/test/isotonic_regression.cpp
diff --git a/ml/dlib/dlib/test/kcentroid.cpp b/src/ml/dlib/dlib/test/kcentroid.cpp
index c16ab6eca..c16ab6eca 100644
--- a/ml/dlib/dlib/test/kcentroid.cpp
+++ b/src/ml/dlib/dlib/test/kcentroid.cpp
diff --git a/ml/dlib/dlib/test/kernel_matrix.cpp b/src/ml/dlib/dlib/test/kernel_matrix.cpp
index 8fc3a2d2c..8fc3a2d2c 100644
--- a/ml/dlib/dlib/test/kernel_matrix.cpp
+++ b/src/ml/dlib/dlib/test/kernel_matrix.cpp
diff --git a/ml/dlib/dlib/test/kmeans.cpp b/src/ml/dlib/dlib/test/kmeans.cpp
index 95c037b77..95c037b77 100644
--- a/ml/dlib/dlib/test/kmeans.cpp
+++ b/src/ml/dlib/dlib/test/kmeans.cpp
diff --git a/ml/dlib/dlib/test/learning_to_track.cpp b/src/ml/dlib/dlib/test/learning_to_track.cpp
index 730c01ba8..730c01ba8 100644
--- a/ml/dlib/dlib/test/learning_to_track.cpp
+++ b/src/ml/dlib/dlib/test/learning_to_track.cpp
diff --git a/ml/dlib/dlib/test/least_squares.cpp b/src/ml/dlib/dlib/test/least_squares.cpp
index c4282ad05..c4282ad05 100644
--- a/ml/dlib/dlib/test/least_squares.cpp
+++ b/src/ml/dlib/dlib/test/least_squares.cpp
diff --git a/ml/dlib/dlib/test/linear_manifold_regularizer.cpp b/src/ml/dlib/dlib/test/linear_manifold_regularizer.cpp
index e73b1c8d3..e73b1c8d3 100644
--- a/ml/dlib/dlib/test/linear_manifold_regularizer.cpp
+++ b/src/ml/dlib/dlib/test/linear_manifold_regularizer.cpp
diff --git a/ml/dlib/dlib/test/lspi.cpp b/src/ml/dlib/dlib/test/lspi.cpp
index 013887115..013887115 100644
--- a/ml/dlib/dlib/test/lspi.cpp
+++ b/src/ml/dlib/dlib/test/lspi.cpp
diff --git a/ml/dlib/dlib/test/lz77_buffer.cpp b/src/ml/dlib/dlib/test/lz77_buffer.cpp
index ccbb1a24c..ccbb1a24c 100644
--- a/ml/dlib/dlib/test/lz77_buffer.cpp
+++ b/src/ml/dlib/dlib/test/lz77_buffer.cpp
diff --git a/ml/dlib/dlib/test/main.cpp b/src/ml/dlib/dlib/test/main.cpp
index 4800a7211..4800a7211 100644
--- a/ml/dlib/dlib/test/main.cpp
+++ b/src/ml/dlib/dlib/test/main.cpp
diff --git a/ml/dlib/dlib/test/makefile b/src/ml/dlib/dlib/test/makefile
index d4d478705..d4d478705 100644
--- a/ml/dlib/dlib/test/makefile
+++ b/src/ml/dlib/dlib/test/makefile
diff --git a/ml/dlib/dlib/test/map.cpp b/src/ml/dlib/dlib/test/map.cpp
index 6901ddf05..6901ddf05 100644
--- a/ml/dlib/dlib/test/map.cpp
+++ b/src/ml/dlib/dlib/test/map.cpp
diff --git a/ml/dlib/dlib/test/matrix.cpp b/src/ml/dlib/dlib/test/matrix.cpp
index 0a3ea5996..0a3ea5996 100644
--- a/ml/dlib/dlib/test/matrix.cpp
+++ b/src/ml/dlib/dlib/test/matrix.cpp
diff --git a/ml/dlib/dlib/test/matrix2.cpp b/src/ml/dlib/dlib/test/matrix2.cpp
index 8de17fc7f..8de17fc7f 100644
--- a/ml/dlib/dlib/test/matrix2.cpp
+++ b/src/ml/dlib/dlib/test/matrix2.cpp
diff --git a/ml/dlib/dlib/test/matrix3.cpp b/src/ml/dlib/dlib/test/matrix3.cpp
index b66af638c..b66af638c 100644
--- a/ml/dlib/dlib/test/matrix3.cpp
+++ b/src/ml/dlib/dlib/test/matrix3.cpp
diff --git a/ml/dlib/dlib/test/matrix4.cpp b/src/ml/dlib/dlib/test/matrix4.cpp
index d2b83b712..d2b83b712 100644
--- a/ml/dlib/dlib/test/matrix4.cpp
+++ b/src/ml/dlib/dlib/test/matrix4.cpp
diff --git a/ml/dlib/dlib/test/matrix_chol.cpp b/src/ml/dlib/dlib/test/matrix_chol.cpp
index b46c4866d..b46c4866d 100644
--- a/ml/dlib/dlib/test/matrix_chol.cpp
+++ b/src/ml/dlib/dlib/test/matrix_chol.cpp
diff --git a/ml/dlib/dlib/test/matrix_eig.cpp b/src/ml/dlib/dlib/test/matrix_eig.cpp
index 9fbce6598..9fbce6598 100644
--- a/ml/dlib/dlib/test/matrix_eig.cpp
+++ b/src/ml/dlib/dlib/test/matrix_eig.cpp
diff --git a/ml/dlib/dlib/test/matrix_lu.cpp b/src/ml/dlib/dlib/test/matrix_lu.cpp
index f5425b355..f5425b355 100644
--- a/ml/dlib/dlib/test/matrix_lu.cpp
+++ b/src/ml/dlib/dlib/test/matrix_lu.cpp
diff --git a/ml/dlib/dlib/test/matrix_qr.cpp b/src/ml/dlib/dlib/test/matrix_qr.cpp
index e3c7c4e42..e3c7c4e42 100644
--- a/ml/dlib/dlib/test/matrix_qr.cpp
+++ b/src/ml/dlib/dlib/test/matrix_qr.cpp
diff --git a/ml/dlib/dlib/test/max_cost_assignment.cpp b/src/ml/dlib/dlib/test/max_cost_assignment.cpp
index 852418764..852418764 100644
--- a/ml/dlib/dlib/test/max_cost_assignment.cpp
+++ b/src/ml/dlib/dlib/test/max_cost_assignment.cpp
diff --git a/ml/dlib/dlib/test/max_sum_submatrix.cpp b/src/ml/dlib/dlib/test/max_sum_submatrix.cpp
index 34b4756ff..34b4756ff 100644
--- a/ml/dlib/dlib/test/max_sum_submatrix.cpp
+++ b/src/ml/dlib/dlib/test/max_sum_submatrix.cpp
diff --git a/ml/dlib/dlib/test/md5.cpp b/src/ml/dlib/dlib/test/md5.cpp
index 15fafac3c..15fafac3c 100644
--- a/ml/dlib/dlib/test/md5.cpp
+++ b/src/ml/dlib/dlib/test/md5.cpp
diff --git a/ml/dlib/dlib/test/member_function_pointer.cpp b/src/ml/dlib/dlib/test/member_function_pointer.cpp
index 72aa3aa35..72aa3aa35 100644
--- a/ml/dlib/dlib/test/member_function_pointer.cpp
+++ b/src/ml/dlib/dlib/test/member_function_pointer.cpp
diff --git a/ml/dlib/dlib/test/metaprogramming.cpp b/src/ml/dlib/dlib/test/metaprogramming.cpp
index 344d5ca3a..344d5ca3a 100644
--- a/ml/dlib/dlib/test/metaprogramming.cpp
+++ b/src/ml/dlib/dlib/test/metaprogramming.cpp
diff --git a/ml/dlib/dlib/test/mpc.cpp b/src/ml/dlib/dlib/test/mpc.cpp
index c0a98dd17..c0a98dd17 100644
--- a/ml/dlib/dlib/test/mpc.cpp
+++ b/src/ml/dlib/dlib/test/mpc.cpp
diff --git a/ml/dlib/dlib/test/multithreaded_object.cpp b/src/ml/dlib/dlib/test/multithreaded_object.cpp
index 96f8ea26e..96f8ea26e 100644
--- a/ml/dlib/dlib/test/multithreaded_object.cpp
+++ b/src/ml/dlib/dlib/test/multithreaded_object.cpp
diff --git a/ml/dlib/dlib/test/numerical_integration.cpp b/src/ml/dlib/dlib/test/numerical_integration.cpp
index d0e247623..d0e247623 100644
--- a/ml/dlib/dlib/test/numerical_integration.cpp
+++ b/src/ml/dlib/dlib/test/numerical_integration.cpp
diff --git a/ml/dlib/dlib/test/object_detector.cpp b/src/ml/dlib/dlib/test/object_detector.cpp
index fdb72f520..fdb72f520 100644
--- a/ml/dlib/dlib/test/object_detector.cpp
+++ b/src/ml/dlib/dlib/test/object_detector.cpp
diff --git a/ml/dlib/dlib/test/oca.cpp b/src/ml/dlib/dlib/test/oca.cpp
index 97881a758..97881a758 100644
--- a/ml/dlib/dlib/test/oca.cpp
+++ b/src/ml/dlib/dlib/test/oca.cpp
diff --git a/ml/dlib/dlib/test/one_vs_all_trainer.cpp b/src/ml/dlib/dlib/test/one_vs_all_trainer.cpp
index b928714b2..b928714b2 100644
--- a/ml/dlib/dlib/test/one_vs_all_trainer.cpp
+++ b/src/ml/dlib/dlib/test/one_vs_all_trainer.cpp
diff --git a/ml/dlib/dlib/test/one_vs_one_trainer.cpp b/src/ml/dlib/dlib/test/one_vs_one_trainer.cpp
index 70cdefaf9..70cdefaf9 100644
--- a/ml/dlib/dlib/test/one_vs_one_trainer.cpp
+++ b/src/ml/dlib/dlib/test/one_vs_one_trainer.cpp
diff --git a/ml/dlib/dlib/test/opt_qp_solver.cpp b/src/ml/dlib/dlib/test/opt_qp_solver.cpp
index ffa386323..ffa386323 100644
--- a/ml/dlib/dlib/test/opt_qp_solver.cpp
+++ b/src/ml/dlib/dlib/test/opt_qp_solver.cpp
diff --git a/ml/dlib/dlib/test/optimization.cpp b/src/ml/dlib/dlib/test/optimization.cpp
index b47449abe..b47449abe 100644
--- a/ml/dlib/dlib/test/optimization.cpp
+++ b/src/ml/dlib/dlib/test/optimization.cpp
diff --git a/ml/dlib/dlib/test/optimization_test_functions.cpp b/src/ml/dlib/dlib/test/optimization_test_functions.cpp
index 1cded50ee..1cded50ee 100644
--- a/ml/dlib/dlib/test/optimization_test_functions.cpp
+++ b/src/ml/dlib/dlib/test/optimization_test_functions.cpp
diff --git a/ml/dlib/dlib/test/optimization_test_functions.h b/src/ml/dlib/dlib/test/optimization_test_functions.h
index a20523eae..a20523eae 100644
--- a/ml/dlib/dlib/test/optimization_test_functions.h
+++ b/src/ml/dlib/dlib/test/optimization_test_functions.h
diff --git a/ml/dlib/dlib/test/parallel_for.cpp b/src/ml/dlib/dlib/test/parallel_for.cpp
index 5bee40955..5bee40955 100644
--- a/ml/dlib/dlib/test/parallel_for.cpp
+++ b/src/ml/dlib/dlib/test/parallel_for.cpp
diff --git a/ml/dlib/dlib/test/parse.cpp b/src/ml/dlib/dlib/test/parse.cpp
index b0ea13b1b..b0ea13b1b 100644
--- a/ml/dlib/dlib/test/parse.cpp
+++ b/src/ml/dlib/dlib/test/parse.cpp
diff --git a/ml/dlib/dlib/test/pipe.cpp b/src/ml/dlib/dlib/test/pipe.cpp
index d84dd0d44..d84dd0d44 100644
--- a/ml/dlib/dlib/test/pipe.cpp
+++ b/src/ml/dlib/dlib/test/pipe.cpp
diff --git a/ml/dlib/dlib/test/pixel.cpp b/src/ml/dlib/dlib/test/pixel.cpp
index 40772b130..40772b130 100644
--- a/ml/dlib/dlib/test/pixel.cpp
+++ b/src/ml/dlib/dlib/test/pixel.cpp
diff --git a/ml/dlib/dlib/test/probabilistic.cpp b/src/ml/dlib/dlib/test/probabilistic.cpp
index e8a24829a..e8a24829a 100644
--- a/ml/dlib/dlib/test/probabilistic.cpp
+++ b/src/ml/dlib/dlib/test/probabilistic.cpp
diff --git a/ml/dlib/dlib/test/pyramid_down.cpp b/src/ml/dlib/dlib/test/pyramid_down.cpp
index c026a8162..c026a8162 100644
--- a/ml/dlib/dlib/test/pyramid_down.cpp
+++ b/src/ml/dlib/dlib/test/pyramid_down.cpp
diff --git a/ml/dlib/dlib/test/queue.cpp b/src/ml/dlib/dlib/test/queue.cpp
index efcdf6054..efcdf6054 100644
--- a/ml/dlib/dlib/test/queue.cpp
+++ b/src/ml/dlib/dlib/test/queue.cpp
diff --git a/ml/dlib/dlib/test/rand.cpp b/src/ml/dlib/dlib/test/rand.cpp
index db051c530..db051c530 100644
--- a/ml/dlib/dlib/test/rand.cpp
+++ b/src/ml/dlib/dlib/test/rand.cpp
diff --git a/ml/dlib/dlib/test/random_forest.cpp b/src/ml/dlib/dlib/test/random_forest.cpp
index b3447bf5c..b3447bf5c 100644
--- a/ml/dlib/dlib/test/random_forest.cpp
+++ b/src/ml/dlib/dlib/test/random_forest.cpp
diff --git a/ml/dlib/dlib/test/ranking.cpp b/src/ml/dlib/dlib/test/ranking.cpp
index 83f70d8cc..83f70d8cc 100644
--- a/ml/dlib/dlib/test/ranking.cpp
+++ b/src/ml/dlib/dlib/test/ranking.cpp
diff --git a/ml/dlib/dlib/test/read_write_mutex.cpp b/src/ml/dlib/dlib/test/read_write_mutex.cpp
index fb8bdb84c..fb8bdb84c 100644
--- a/ml/dlib/dlib/test/read_write_mutex.cpp
+++ b/src/ml/dlib/dlib/test/read_write_mutex.cpp
diff --git a/ml/dlib/dlib/test/reference_counter.cpp b/src/ml/dlib/dlib/test/reference_counter.cpp
index 330ceed94..330ceed94 100644
--- a/ml/dlib/dlib/test/reference_counter.cpp
+++ b/src/ml/dlib/dlib/test/reference_counter.cpp
diff --git a/ml/dlib/dlib/test/rls.cpp b/src/ml/dlib/dlib/test/rls.cpp
index c4516ad74..c4516ad74 100644
--- a/ml/dlib/dlib/test/rls.cpp
+++ b/src/ml/dlib/dlib/test/rls.cpp
diff --git a/ml/dlib/dlib/test/sammon.cpp b/src/ml/dlib/dlib/test/sammon.cpp
index 5328bd1f6..5328bd1f6 100644
--- a/ml/dlib/dlib/test/sammon.cpp
+++ b/src/ml/dlib/dlib/test/sammon.cpp
diff --git a/ml/dlib/dlib/test/scan_image.cpp b/src/ml/dlib/dlib/test/scan_image.cpp
index c3a0115e3..c3a0115e3 100644
--- a/ml/dlib/dlib/test/scan_image.cpp
+++ b/src/ml/dlib/dlib/test/scan_image.cpp
diff --git a/ml/dlib/dlib/test/sequence.cpp b/src/ml/dlib/dlib/test/sequence.cpp
index ffa6efdb8..ffa6efdb8 100644
--- a/ml/dlib/dlib/test/sequence.cpp
+++ b/src/ml/dlib/dlib/test/sequence.cpp
diff --git a/ml/dlib/dlib/test/sequence_labeler.cpp b/src/ml/dlib/dlib/test/sequence_labeler.cpp
index 4002d6821..4002d6821 100644
--- a/ml/dlib/dlib/test/sequence_labeler.cpp
+++ b/src/ml/dlib/dlib/test/sequence_labeler.cpp
diff --git a/ml/dlib/dlib/test/sequence_segmenter.cpp b/src/ml/dlib/dlib/test/sequence_segmenter.cpp
index acdcd69be..acdcd69be 100644
--- a/ml/dlib/dlib/test/sequence_segmenter.cpp
+++ b/src/ml/dlib/dlib/test/sequence_segmenter.cpp
diff --git a/ml/dlib/dlib/test/serialize.cpp b/src/ml/dlib/dlib/test/serialize.cpp
index f8b3384b9..f8b3384b9 100644
--- a/ml/dlib/dlib/test/serialize.cpp
+++ b/src/ml/dlib/dlib/test/serialize.cpp
diff --git a/ml/dlib/dlib/test/set.cpp b/src/ml/dlib/dlib/test/set.cpp
index f8d3bd374..f8d3bd374 100644
--- a/ml/dlib/dlib/test/set.cpp
+++ b/src/ml/dlib/dlib/test/set.cpp
diff --git a/ml/dlib/dlib/test/sldf.cpp b/src/ml/dlib/dlib/test/sldf.cpp
index 4ca9a3dd0..4ca9a3dd0 100644
--- a/ml/dlib/dlib/test/sldf.cpp
+++ b/src/ml/dlib/dlib/test/sldf.cpp
diff --git a/ml/dlib/dlib/test/sliding_buffer.cpp b/src/ml/dlib/dlib/test/sliding_buffer.cpp
index 449ea858e..449ea858e 100644
--- a/ml/dlib/dlib/test/sliding_buffer.cpp
+++ b/src/ml/dlib/dlib/test/sliding_buffer.cpp
diff --git a/ml/dlib/dlib/test/smart_pointers.cpp b/src/ml/dlib/dlib/test/smart_pointers.cpp
index c2281efda..c2281efda 100644
--- a/ml/dlib/dlib/test/smart_pointers.cpp
+++ b/src/ml/dlib/dlib/test/smart_pointers.cpp
diff --git a/ml/dlib/dlib/test/sockets.cpp b/src/ml/dlib/dlib/test/sockets.cpp
index 920fa9402..920fa9402 100644
--- a/ml/dlib/dlib/test/sockets.cpp
+++ b/src/ml/dlib/dlib/test/sockets.cpp
diff --git a/ml/dlib/dlib/test/sockets2.cpp b/src/ml/dlib/dlib/test/sockets2.cpp
index 3521e751d..3521e751d 100644
--- a/ml/dlib/dlib/test/sockets2.cpp
+++ b/src/ml/dlib/dlib/test/sockets2.cpp
diff --git a/ml/dlib/dlib/test/sockstreambuf.cpp b/src/ml/dlib/dlib/test/sockstreambuf.cpp
index 519feb2b5..519feb2b5 100644
--- a/ml/dlib/dlib/test/sockstreambuf.cpp
+++ b/src/ml/dlib/dlib/test/sockstreambuf.cpp
diff --git a/ml/dlib/dlib/test/sparse_vector.cpp b/src/ml/dlib/dlib/test/sparse_vector.cpp
index 97b60b7b3..97b60b7b3 100644
--- a/ml/dlib/dlib/test/sparse_vector.cpp
+++ b/src/ml/dlib/dlib/test/sparse_vector.cpp
diff --git a/ml/dlib/dlib/test/stack.cpp b/src/ml/dlib/dlib/test/stack.cpp
index 0b92eaeb9..0b92eaeb9 100644
--- a/ml/dlib/dlib/test/stack.cpp
+++ b/src/ml/dlib/dlib/test/stack.cpp
diff --git a/ml/dlib/dlib/test/static_map.cpp b/src/ml/dlib/dlib/test/static_map.cpp
index 931ae1fae..931ae1fae 100644
--- a/ml/dlib/dlib/test/static_map.cpp
+++ b/src/ml/dlib/dlib/test/static_map.cpp
diff --git a/ml/dlib/dlib/test/static_set.cpp b/src/ml/dlib/dlib/test/static_set.cpp
index 0ad864e4a..0ad864e4a 100644
--- a/ml/dlib/dlib/test/static_set.cpp
+++ b/src/ml/dlib/dlib/test/static_set.cpp
diff --git a/ml/dlib/dlib/test/statistics.cpp b/src/ml/dlib/dlib/test/statistics.cpp
index 0394286ad..0394286ad 100644
--- a/ml/dlib/dlib/test/statistics.cpp
+++ b/src/ml/dlib/dlib/test/statistics.cpp
diff --git a/ml/dlib/dlib/test/std_vector_c.cpp b/src/ml/dlib/dlib/test/std_vector_c.cpp
index fe7f82514..fe7f82514 100644
--- a/ml/dlib/dlib/test/std_vector_c.cpp
+++ b/src/ml/dlib/dlib/test/std_vector_c.cpp
diff --git a/ml/dlib/dlib/test/string.cpp b/src/ml/dlib/dlib/test/string.cpp
index 18f9035c5..18f9035c5 100644
--- a/ml/dlib/dlib/test/string.cpp
+++ b/src/ml/dlib/dlib/test/string.cpp
diff --git a/ml/dlib/dlib/test/svm.cpp b/src/ml/dlib/dlib/test/svm.cpp
index b46d44331..b46d44331 100644
--- a/ml/dlib/dlib/test/svm.cpp
+++ b/src/ml/dlib/dlib/test/svm.cpp
diff --git a/ml/dlib/dlib/test/svm_c_linear.cpp b/src/ml/dlib/dlib/test/svm_c_linear.cpp
index 9e30d81f7..9e30d81f7 100644
--- a/ml/dlib/dlib/test/svm_c_linear.cpp
+++ b/src/ml/dlib/dlib/test/svm_c_linear.cpp
diff --git a/ml/dlib/dlib/test/svm_c_linear_dcd.cpp b/src/ml/dlib/dlib/test/svm_c_linear_dcd.cpp
index 93c99db30..93c99db30 100644
--- a/ml/dlib/dlib/test/svm_c_linear_dcd.cpp
+++ b/src/ml/dlib/dlib/test/svm_c_linear_dcd.cpp
diff --git a/ml/dlib/dlib/test/svm_multiclass_linear.cpp b/src/ml/dlib/dlib/test/svm_multiclass_linear.cpp
index e01d48892..e01d48892 100644
--- a/ml/dlib/dlib/test/svm_multiclass_linear.cpp
+++ b/src/ml/dlib/dlib/test/svm_multiclass_linear.cpp
diff --git a/ml/dlib/dlib/test/svm_struct.cpp b/src/ml/dlib/dlib/test/svm_struct.cpp
index 00208c48d..00208c48d 100644
--- a/ml/dlib/dlib/test/svm_struct.cpp
+++ b/src/ml/dlib/dlib/test/svm_struct.cpp
diff --git a/ml/dlib/dlib/test/svr_linear_trainer.cpp b/src/ml/dlib/dlib/test/svr_linear_trainer.cpp
index ca1a5442f..ca1a5442f 100644
--- a/ml/dlib/dlib/test/svr_linear_trainer.cpp
+++ b/src/ml/dlib/dlib/test/svr_linear_trainer.cpp
diff --git a/ml/dlib/dlib/test/symmetric_matrix_cache.cpp b/src/ml/dlib/dlib/test/symmetric_matrix_cache.cpp
index 6d93a4daa..6d93a4daa 100644
--- a/ml/dlib/dlib/test/symmetric_matrix_cache.cpp
+++ b/src/ml/dlib/dlib/test/symmetric_matrix_cache.cpp
diff --git a/ml/dlib/dlib/test/tester.cpp b/src/ml/dlib/dlib/test/tester.cpp
index 2fb4d41ac..2fb4d41ac 100644
--- a/ml/dlib/dlib/test/tester.cpp
+++ b/src/ml/dlib/dlib/test/tester.cpp
diff --git a/ml/dlib/dlib/test/tester.h b/src/ml/dlib/dlib/test/tester.h
index e16647cf5..e16647cf5 100644
--- a/ml/dlib/dlib/test/tester.h
+++ b/src/ml/dlib/dlib/test/tester.h
diff --git a/ml/dlib/dlib/test/thread_pool.cpp b/src/ml/dlib/dlib/test/thread_pool.cpp
index 73ccb346e..73ccb346e 100644
--- a/ml/dlib/dlib/test/thread_pool.cpp
+++ b/src/ml/dlib/dlib/test/thread_pool.cpp
diff --git a/ml/dlib/dlib/test/threads.cpp b/src/ml/dlib/dlib/test/threads.cpp
index 1aeb1a3f9..1aeb1a3f9 100644
--- a/ml/dlib/dlib/test/threads.cpp
+++ b/src/ml/dlib/dlib/test/threads.cpp
diff --git a/ml/dlib/dlib/test/timer.cpp b/src/ml/dlib/dlib/test/timer.cpp
index ae004a55d..ae004a55d 100644
--- a/ml/dlib/dlib/test/timer.cpp
+++ b/src/ml/dlib/dlib/test/timer.cpp
diff --git a/ml/dlib/dlib/test/tokenizer.cpp b/src/ml/dlib/dlib/test/tokenizer.cpp
index 95a95a7e1..95a95a7e1 100644
--- a/ml/dlib/dlib/test/tokenizer.cpp
+++ b/src/ml/dlib/dlib/test/tokenizer.cpp
diff --git a/ml/dlib/dlib/test/tools/CMakeLists.txt b/src/ml/dlib/dlib/test/tools/CMakeLists.txt
index adbd43cb9..adbd43cb9 100644
--- a/ml/dlib/dlib/test/tools/CMakeLists.txt
+++ b/src/ml/dlib/dlib/test/tools/CMakeLists.txt
diff --git a/ml/dlib/dlib/test/trust_region.cpp b/src/ml/dlib/dlib/test/trust_region.cpp
index aa2775b9c..aa2775b9c 100644
--- a/ml/dlib/dlib/test/trust_region.cpp
+++ b/src/ml/dlib/dlib/test/trust_region.cpp
diff --git a/ml/dlib/dlib/test/tuple.cpp b/src/ml/dlib/dlib/test/tuple.cpp
index da7a18ec8..da7a18ec8 100644
--- a/ml/dlib/dlib/test/tuple.cpp
+++ b/src/ml/dlib/dlib/test/tuple.cpp
diff --git a/ml/dlib/dlib/test/type_safe_union.cpp b/src/ml/dlib/dlib/test/type_safe_union.cpp
index 6a18fa8e1..6a18fa8e1 100644
--- a/ml/dlib/dlib/test/type_safe_union.cpp
+++ b/src/ml/dlib/dlib/test/type_safe_union.cpp
diff --git a/ml/dlib/dlib/test/vectorstream.cpp b/src/ml/dlib/dlib/test/vectorstream.cpp
index a955961a2..a955961a2 100644
--- a/ml/dlib/dlib/test/vectorstream.cpp
+++ b/src/ml/dlib/dlib/test/vectorstream.cpp
diff --git a/ml/dlib/dlib/test_for_odr_violations.cpp b/src/ml/dlib/dlib/test_for_odr_violations.cpp
index fcf785995..fcf785995 100644
--- a/ml/dlib/dlib/test_for_odr_violations.cpp
+++ b/src/ml/dlib/dlib/test_for_odr_violations.cpp
diff --git a/ml/dlib/dlib/test_for_odr_violations.h b/src/ml/dlib/dlib/test_for_odr_violations.h
index 5fa5111ba..5fa5111ba 100644
--- a/ml/dlib/dlib/test_for_odr_violations.h
+++ b/src/ml/dlib/dlib/test_for_odr_violations.h
diff --git a/ml/dlib/dlib/threads.h b/src/ml/dlib/dlib/threads.h
index 371a317e0..371a317e0 100644
--- a/ml/dlib/dlib/threads.h
+++ b/src/ml/dlib/dlib/threads.h
diff --git a/ml/dlib/dlib/threads/async.cpp b/src/ml/dlib/dlib/threads/async.cpp
index 6aa947bcb..6aa947bcb 100644
--- a/ml/dlib/dlib/threads/async.cpp
+++ b/src/ml/dlib/dlib/threads/async.cpp
diff --git a/ml/dlib/dlib/threads/async.h b/src/ml/dlib/dlib/threads/async.h
index bc6fe5575..bc6fe5575 100644
--- a/ml/dlib/dlib/threads/async.h
+++ b/src/ml/dlib/dlib/threads/async.h
diff --git a/ml/dlib/dlib/threads/async_abstract.h b/src/ml/dlib/dlib/threads/async_abstract.h
index a9fa1e458..a9fa1e458 100644
--- a/ml/dlib/dlib/threads/async_abstract.h
+++ b/src/ml/dlib/dlib/threads/async_abstract.h
diff --git a/ml/dlib/dlib/threads/auto_mutex_extension.h b/src/ml/dlib/dlib/threads/auto_mutex_extension.h
index 595c1b176..595c1b176 100644
--- a/ml/dlib/dlib/threads/auto_mutex_extension.h
+++ b/src/ml/dlib/dlib/threads/auto_mutex_extension.h
diff --git a/ml/dlib/dlib/threads/auto_mutex_extension_abstract.h b/src/ml/dlib/dlib/threads/auto_mutex_extension_abstract.h
index 1990c834e..1990c834e 100644
--- a/ml/dlib/dlib/threads/auto_mutex_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/auto_mutex_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/auto_unlock_extension.h b/src/ml/dlib/dlib/threads/auto_unlock_extension.h
index cd1d4db9a..cd1d4db9a 100644
--- a/ml/dlib/dlib/threads/auto_unlock_extension.h
+++ b/src/ml/dlib/dlib/threads/auto_unlock_extension.h
diff --git a/ml/dlib/dlib/threads/auto_unlock_extension_abstract.h b/src/ml/dlib/dlib/threads/auto_unlock_extension_abstract.h
index f947d4879..f947d4879 100644
--- a/ml/dlib/dlib/threads/auto_unlock_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/auto_unlock_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/create_new_thread_extension.h b/src/ml/dlib/dlib/threads/create_new_thread_extension.h
index 8f419b6be..8f419b6be 100644
--- a/ml/dlib/dlib/threads/create_new_thread_extension.h
+++ b/src/ml/dlib/dlib/threads/create_new_thread_extension.h
diff --git a/ml/dlib/dlib/threads/create_new_thread_extension_abstract.h b/src/ml/dlib/dlib/threads/create_new_thread_extension_abstract.h
index 43fbc474d..43fbc474d 100644
--- a/ml/dlib/dlib/threads/create_new_thread_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/create_new_thread_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/multithreaded_object_extension.cpp b/src/ml/dlib/dlib/threads/multithreaded_object_extension.cpp
index def4af5f2..def4af5f2 100644
--- a/ml/dlib/dlib/threads/multithreaded_object_extension.cpp
+++ b/src/ml/dlib/dlib/threads/multithreaded_object_extension.cpp
diff --git a/ml/dlib/dlib/threads/multithreaded_object_extension.h b/src/ml/dlib/dlib/threads/multithreaded_object_extension.h
index 9dd37fdcc..9dd37fdcc 100644
--- a/ml/dlib/dlib/threads/multithreaded_object_extension.h
+++ b/src/ml/dlib/dlib/threads/multithreaded_object_extension.h
diff --git a/ml/dlib/dlib/threads/multithreaded_object_extension_abstract.h b/src/ml/dlib/dlib/threads/multithreaded_object_extension_abstract.h
index e7862b78f..e7862b78f 100644
--- a/ml/dlib/dlib/threads/multithreaded_object_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/multithreaded_object_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/parallel_for_extension.h b/src/ml/dlib/dlib/threads/parallel_for_extension.h
index 60b64b1b4..60b64b1b4 100644
--- a/ml/dlib/dlib/threads/parallel_for_extension.h
+++ b/src/ml/dlib/dlib/threads/parallel_for_extension.h
diff --git a/ml/dlib/dlib/threads/parallel_for_extension_abstract.h b/src/ml/dlib/dlib/threads/parallel_for_extension_abstract.h
index ffd2e0c44..ffd2e0c44 100644
--- a/ml/dlib/dlib/threads/parallel_for_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/parallel_for_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/posix.h b/src/ml/dlib/dlib/threads/posix.h
index 7226743e1..7226743e1 100644
--- a/ml/dlib/dlib/threads/posix.h
+++ b/src/ml/dlib/dlib/threads/posix.h
diff --git a/ml/dlib/dlib/threads/read_write_mutex_extension.h b/src/ml/dlib/dlib/threads/read_write_mutex_extension.h
index 20e5d5ed8..20e5d5ed8 100644
--- a/ml/dlib/dlib/threads/read_write_mutex_extension.h
+++ b/src/ml/dlib/dlib/threads/read_write_mutex_extension.h
diff --git a/ml/dlib/dlib/threads/read_write_mutex_extension_abstract.h b/src/ml/dlib/dlib/threads/read_write_mutex_extension_abstract.h
index 18672b057..18672b057 100644
--- a/ml/dlib/dlib/threads/read_write_mutex_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/read_write_mutex_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/rmutex_extension.h b/src/ml/dlib/dlib/threads/rmutex_extension.h
index b7bf998be..b7bf998be 100644
--- a/ml/dlib/dlib/threads/rmutex_extension.h
+++ b/src/ml/dlib/dlib/threads/rmutex_extension.h
diff --git a/ml/dlib/dlib/threads/rmutex_extension_abstract.h b/src/ml/dlib/dlib/threads/rmutex_extension_abstract.h
index 144dbf4d7..144dbf4d7 100644
--- a/ml/dlib/dlib/threads/rmutex_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/rmutex_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/rsignaler_extension.h b/src/ml/dlib/dlib/threads/rsignaler_extension.h
index bfb5a7ecb..bfb5a7ecb 100644
--- a/ml/dlib/dlib/threads/rsignaler_extension.h
+++ b/src/ml/dlib/dlib/threads/rsignaler_extension.h
diff --git a/ml/dlib/dlib/threads/rsignaler_extension_abstract.h b/src/ml/dlib/dlib/threads/rsignaler_extension_abstract.h
index ae5f450d7..ae5f450d7 100644
--- a/ml/dlib/dlib/threads/rsignaler_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/rsignaler_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/thread_function_extension.h b/src/ml/dlib/dlib/threads/thread_function_extension.h
index 7ecdd6520..7ecdd6520 100644
--- a/ml/dlib/dlib/threads/thread_function_extension.h
+++ b/src/ml/dlib/dlib/threads/thread_function_extension.h
diff --git a/ml/dlib/dlib/threads/thread_function_extension_abstract.h b/src/ml/dlib/dlib/threads/thread_function_extension_abstract.h
index 65ea998ac..65ea998ac 100644
--- a/ml/dlib/dlib/threads/thread_function_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/thread_function_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/thread_pool_extension.cpp b/src/ml/dlib/dlib/threads/thread_pool_extension.cpp
index 00d99b910..00d99b910 100644
--- a/ml/dlib/dlib/threads/thread_pool_extension.cpp
+++ b/src/ml/dlib/dlib/threads/thread_pool_extension.cpp
diff --git a/ml/dlib/dlib/threads/thread_pool_extension.h b/src/ml/dlib/dlib/threads/thread_pool_extension.h
index bc2e1782c..bc2e1782c 100644
--- a/ml/dlib/dlib/threads/thread_pool_extension.h
+++ b/src/ml/dlib/dlib/threads/thread_pool_extension.h
diff --git a/ml/dlib/dlib/threads/thread_pool_extension_abstract.h b/src/ml/dlib/dlib/threads/thread_pool_extension_abstract.h
index ba54a7546..ba54a7546 100644
--- a/ml/dlib/dlib/threads/thread_pool_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/thread_pool_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/thread_specific_data_extension.h b/src/ml/dlib/dlib/threads/thread_specific_data_extension.h
index 0b5339200..0b5339200 100644
--- a/ml/dlib/dlib/threads/thread_specific_data_extension.h
+++ b/src/ml/dlib/dlib/threads/thread_specific_data_extension.h
diff --git a/ml/dlib/dlib/threads/thread_specific_data_extension_abstract.h b/src/ml/dlib/dlib/threads/thread_specific_data_extension_abstract.h
index 03fb9ddaa..03fb9ddaa 100644
--- a/ml/dlib/dlib/threads/thread_specific_data_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/thread_specific_data_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/threaded_object_extension.cpp b/src/ml/dlib/dlib/threads/threaded_object_extension.cpp
index a7326c11d..a7326c11d 100644
--- a/ml/dlib/dlib/threads/threaded_object_extension.cpp
+++ b/src/ml/dlib/dlib/threads/threaded_object_extension.cpp
diff --git a/ml/dlib/dlib/threads/threaded_object_extension.h b/src/ml/dlib/dlib/threads/threaded_object_extension.h
index dcf00daea..dcf00daea 100644
--- a/ml/dlib/dlib/threads/threaded_object_extension.h
+++ b/src/ml/dlib/dlib/threads/threaded_object_extension.h
diff --git a/ml/dlib/dlib/threads/threaded_object_extension_abstract.h b/src/ml/dlib/dlib/threads/threaded_object_extension_abstract.h
index 32a8fbc31..32a8fbc31 100644
--- a/ml/dlib/dlib/threads/threaded_object_extension_abstract.h
+++ b/src/ml/dlib/dlib/threads/threaded_object_extension_abstract.h
diff --git a/ml/dlib/dlib/threads/threads_kernel.h b/src/ml/dlib/dlib/threads/threads_kernel.h
index 77cb16d92..77cb16d92 100644
--- a/ml/dlib/dlib/threads/threads_kernel.h
+++ b/src/ml/dlib/dlib/threads/threads_kernel.h
diff --git a/ml/dlib/dlib/threads/threads_kernel_1.cpp b/src/ml/dlib/dlib/threads/threads_kernel_1.cpp
index cb36b8d3f..cb36b8d3f 100644
--- a/ml/dlib/dlib/threads/threads_kernel_1.cpp
+++ b/src/ml/dlib/dlib/threads/threads_kernel_1.cpp
diff --git a/ml/dlib/dlib/threads/threads_kernel_1.h b/src/ml/dlib/dlib/threads/threads_kernel_1.h
index 586a21b7e..586a21b7e 100644
--- a/ml/dlib/dlib/threads/threads_kernel_1.h
+++ b/src/ml/dlib/dlib/threads/threads_kernel_1.h
diff --git a/ml/dlib/dlib/threads/threads_kernel_2.cpp b/src/ml/dlib/dlib/threads/threads_kernel_2.cpp
index 06fb80d00..06fb80d00 100644
--- a/ml/dlib/dlib/threads/threads_kernel_2.cpp
+++ b/src/ml/dlib/dlib/threads/threads_kernel_2.cpp
diff --git a/ml/dlib/dlib/threads/threads_kernel_2.h b/src/ml/dlib/dlib/threads/threads_kernel_2.h
index 209142131..209142131 100644
--- a/ml/dlib/dlib/threads/threads_kernel_2.h
+++ b/src/ml/dlib/dlib/threads/threads_kernel_2.h
diff --git a/ml/dlib/dlib/threads/threads_kernel_abstract.h b/src/ml/dlib/dlib/threads/threads_kernel_abstract.h
index d88d37dad..d88d37dad 100644
--- a/ml/dlib/dlib/threads/threads_kernel_abstract.h
+++ b/src/ml/dlib/dlib/threads/threads_kernel_abstract.h
diff --git a/ml/dlib/dlib/threads/threads_kernel_shared.cpp b/src/ml/dlib/dlib/threads/threads_kernel_shared.cpp
index 8e81193e9..8e81193e9 100644
--- a/ml/dlib/dlib/threads/threads_kernel_shared.cpp
+++ b/src/ml/dlib/dlib/threads/threads_kernel_shared.cpp
diff --git a/ml/dlib/dlib/threads/threads_kernel_shared.h b/src/ml/dlib/dlib/threads/threads_kernel_shared.h
index b4526e8db..b4526e8db 100644
--- a/ml/dlib/dlib/threads/threads_kernel_shared.h
+++ b/src/ml/dlib/dlib/threads/threads_kernel_shared.h
diff --git a/ml/dlib/dlib/threads/windows.h b/src/ml/dlib/dlib/threads/windows.h
index f7c775950..f7c775950 100644
--- a/ml/dlib/dlib/threads/windows.h
+++ b/src/ml/dlib/dlib/threads/windows.h
diff --git a/ml/dlib/dlib/time_this.h b/src/ml/dlib/dlib/time_this.h
index aec0d2de8..aec0d2de8 100644
--- a/ml/dlib/dlib/time_this.h
+++ b/src/ml/dlib/dlib/time_this.h
diff --git a/ml/dlib/dlib/timeout.h b/src/ml/dlib/dlib/timeout.h
index 2c3590e46..2c3590e46 100644
--- a/ml/dlib/dlib/timeout.h
+++ b/src/ml/dlib/dlib/timeout.h
diff --git a/ml/dlib/dlib/timeout/timeout.h b/src/ml/dlib/dlib/timeout/timeout.h
index 663e0ca65..663e0ca65 100644
--- a/ml/dlib/dlib/timeout/timeout.h
+++ b/src/ml/dlib/dlib/timeout/timeout.h
diff --git a/ml/dlib/dlib/timeout/timeout_abstract.h b/src/ml/dlib/dlib/timeout/timeout_abstract.h
index c2401bb68..c2401bb68 100644
--- a/ml/dlib/dlib/timeout/timeout_abstract.h
+++ b/src/ml/dlib/dlib/timeout/timeout_abstract.h
diff --git a/ml/dlib/dlib/timer.h b/src/ml/dlib/dlib/timer.h
index 918078e4d..918078e4d 100644
--- a/ml/dlib/dlib/timer.h
+++ b/src/ml/dlib/dlib/timer.h
diff --git a/ml/dlib/dlib/timer/timer.cpp b/src/ml/dlib/dlib/timer/timer.cpp
index d12aa6f29..d12aa6f29 100644
--- a/ml/dlib/dlib/timer/timer.cpp
+++ b/src/ml/dlib/dlib/timer/timer.cpp
diff --git a/ml/dlib/dlib/timer/timer.h b/src/ml/dlib/dlib/timer/timer.h
index c8b6c0af6..c8b6c0af6 100644
--- a/ml/dlib/dlib/timer/timer.h
+++ b/src/ml/dlib/dlib/timer/timer.h
diff --git a/ml/dlib/dlib/timer/timer_abstract.h b/src/ml/dlib/dlib/timer/timer_abstract.h
index 180cd490d..180cd490d 100644
--- a/ml/dlib/dlib/timer/timer_abstract.h
+++ b/src/ml/dlib/dlib/timer/timer_abstract.h
diff --git a/ml/dlib/dlib/timer/timer_heavy.h b/src/ml/dlib/dlib/timer/timer_heavy.h
index 693b91ad9..693b91ad9 100644
--- a/ml/dlib/dlib/timer/timer_heavy.h
+++ b/src/ml/dlib/dlib/timer/timer_heavy.h
diff --git a/ml/dlib/dlib/timing.h b/src/ml/dlib/dlib/timing.h
index 2d5116ade..2d5116ade 100644
--- a/ml/dlib/dlib/timing.h
+++ b/src/ml/dlib/dlib/timing.h
diff --git a/ml/dlib/dlib/tokenizer.h b/src/ml/dlib/dlib/tokenizer.h
index 01b6fcf83..01b6fcf83 100644
--- a/ml/dlib/dlib/tokenizer.h
+++ b/src/ml/dlib/dlib/tokenizer.h
diff --git a/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.cpp b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.cpp
index daa83184c..daa83184c 100644
--- a/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.cpp
+++ b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.cpp
diff --git a/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.h b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.h
index d67ae278f..d67ae278f 100644
--- a/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.h
+++ b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_1.h
diff --git a/ml/dlib/dlib/tokenizer/tokenizer_kernel_abstract.h b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_abstract.h
index f534b8f7f..f534b8f7f 100644
--- a/ml/dlib/dlib/tokenizer/tokenizer_kernel_abstract.h
+++ b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_abstract.h
diff --git a/ml/dlib/dlib/tokenizer/tokenizer_kernel_c.h b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_c.h
index f9604809d..f9604809d 100644
--- a/ml/dlib/dlib/tokenizer/tokenizer_kernel_c.h
+++ b/src/ml/dlib/dlib/tokenizer/tokenizer_kernel_c.h
diff --git a/ml/dlib/dlib/travis/build-and-test.sh b/src/ml/dlib/dlib/travis/build-and-test.sh
index 4ee74e36b..4ee74e36b 100755
--- a/ml/dlib/dlib/travis/build-and-test.sh
+++ b/src/ml/dlib/dlib/travis/build-and-test.sh
diff --git a/ml/dlib/dlib/tuple.h b/src/ml/dlib/dlib/tuple.h
index 2cecddeef..2cecddeef 100644
--- a/ml/dlib/dlib/tuple.h
+++ b/src/ml/dlib/dlib/tuple.h
diff --git a/ml/dlib/dlib/tuple/tuple.h b/src/ml/dlib/dlib/tuple/tuple.h
index cac2b4ade..cac2b4ade 100644
--- a/ml/dlib/dlib/tuple/tuple.h
+++ b/src/ml/dlib/dlib/tuple/tuple.h
diff --git a/ml/dlib/dlib/tuple/tuple_abstract.h b/src/ml/dlib/dlib/tuple/tuple_abstract.h
index aff9b8122..aff9b8122 100644
--- a/ml/dlib/dlib/tuple/tuple_abstract.h
+++ b/src/ml/dlib/dlib/tuple/tuple_abstract.h
diff --git a/ml/dlib/dlib/type_safe_union.h b/src/ml/dlib/dlib/type_safe_union.h
index d04bf0d17..d04bf0d17 100644
--- a/ml/dlib/dlib/type_safe_union.h
+++ b/src/ml/dlib/dlib/type_safe_union.h
diff --git a/ml/dlib/dlib/type_safe_union/type_safe_union_kernel.h b/src/ml/dlib/dlib/type_safe_union/type_safe_union_kernel.h
index 76a171286..76a171286 100644
--- a/ml/dlib/dlib/type_safe_union/type_safe_union_kernel.h
+++ b/src/ml/dlib/dlib/type_safe_union/type_safe_union_kernel.h
diff --git a/ml/dlib/dlib/type_safe_union/type_safe_union_kernel_abstract.h b/src/ml/dlib/dlib/type_safe_union/type_safe_union_kernel_abstract.h
index 3d041e6a3..3d041e6a3 100644
--- a/ml/dlib/dlib/type_safe_union/type_safe_union_kernel_abstract.h
+++ b/src/ml/dlib/dlib/type_safe_union/type_safe_union_kernel_abstract.h
diff --git a/ml/dlib/dlib/uintn.h b/src/ml/dlib/dlib/uintn.h
index 8e2726546..8e2726546 100644
--- a/ml/dlib/dlib/uintn.h
+++ b/src/ml/dlib/dlib/uintn.h
diff --git a/ml/dlib/dlib/unicode.h b/src/ml/dlib/dlib/unicode.h
index 3c1598811..3c1598811 100644
--- a/ml/dlib/dlib/unicode.h
+++ b/src/ml/dlib/dlib/unicode.h
diff --git a/ml/dlib/dlib/unicode/unicode.cpp b/src/ml/dlib/dlib/unicode/unicode.cpp
index 2facc919c..2facc919c 100644
--- a/ml/dlib/dlib/unicode/unicode.cpp
+++ b/src/ml/dlib/dlib/unicode/unicode.cpp
diff --git a/ml/dlib/dlib/unicode/unicode.h b/src/ml/dlib/dlib/unicode/unicode.h
index d7510e34a..d7510e34a 100644
--- a/ml/dlib/dlib/unicode/unicode.h
+++ b/src/ml/dlib/dlib/unicode/unicode.h
diff --git a/ml/dlib/dlib/unicode/unicode_abstract.h b/src/ml/dlib/dlib/unicode/unicode_abstract.h
index ed5b9ab4e..ed5b9ab4e 100644
--- a/ml/dlib/dlib/unicode/unicode_abstract.h
+++ b/src/ml/dlib/dlib/unicode/unicode_abstract.h
diff --git a/ml/dlib/dlib/unordered_pair.h b/src/ml/dlib/dlib/unordered_pair.h
index 9ea75b912..9ea75b912 100644
--- a/ml/dlib/dlib/unordered_pair.h
+++ b/src/ml/dlib/dlib/unordered_pair.h
diff --git a/ml/dlib/dlib/vectorstream.h b/src/ml/dlib/dlib/vectorstream.h
index afeb247de..afeb247de 100644
--- a/ml/dlib/dlib/vectorstream.h
+++ b/src/ml/dlib/dlib/vectorstream.h
diff --git a/ml/dlib/dlib/vectorstream/unserialize.h b/src/ml/dlib/dlib/vectorstream/unserialize.h
index dbfe5584b..dbfe5584b 100644
--- a/ml/dlib/dlib/vectorstream/unserialize.h
+++ b/src/ml/dlib/dlib/vectorstream/unserialize.h
diff --git a/ml/dlib/dlib/vectorstream/unserialize_abstract.h b/src/ml/dlib/dlib/vectorstream/unserialize_abstract.h
index b7d67836c..b7d67836c 100644
--- a/ml/dlib/dlib/vectorstream/unserialize_abstract.h
+++ b/src/ml/dlib/dlib/vectorstream/unserialize_abstract.h
diff --git a/ml/dlib/dlib/vectorstream/vectorstream.h b/src/ml/dlib/dlib/vectorstream/vectorstream.h
index a1b7b8b07..a1b7b8b07 100644
--- a/ml/dlib/dlib/vectorstream/vectorstream.h
+++ b/src/ml/dlib/dlib/vectorstream/vectorstream.h
diff --git a/ml/dlib/dlib/vectorstream/vectorstream_abstract.h b/src/ml/dlib/dlib/vectorstream/vectorstream_abstract.h
index f5fe1004c..f5fe1004c 100644
--- a/ml/dlib/dlib/vectorstream/vectorstream_abstract.h
+++ b/src/ml/dlib/dlib/vectorstream/vectorstream_abstract.h
diff --git a/ml/dlib/dlib/windows_magic.h b/src/ml/dlib/dlib/windows_magic.h
index cfb7f22ed..cfb7f22ed 100644
--- a/ml/dlib/dlib/windows_magic.h
+++ b/src/ml/dlib/dlib/windows_magic.h
diff --git a/ml/dlib/dlib/xml_parser.h b/src/ml/dlib/dlib/xml_parser.h
index 4e60ed68f..4e60ed68f 100644
--- a/ml/dlib/dlib/xml_parser.h
+++ b/src/ml/dlib/dlib/xml_parser.h
diff --git a/ml/dlib/dlib/xml_parser/xml_parser_kernel_1.h b/src/ml/dlib/dlib/xml_parser/xml_parser_kernel_1.h
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index 3cdf4fcc7..3cdf4fcc7 100644
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+++ b/src/ml/dlib/examples/dnn_mmod_face_detection_ex.cpp
diff --git a/ml/dlib/examples/dnn_mmod_find_cars2_ex.cpp b/src/ml/dlib/examples/dnn_mmod_find_cars2_ex.cpp
index b9fffbba0..b9fffbba0 100644
--- a/ml/dlib/examples/dnn_mmod_find_cars2_ex.cpp
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diff --git a/ml/dlib/examples/dnn_mmod_find_cars_ex.cpp b/src/ml/dlib/examples/dnn_mmod_find_cars_ex.cpp
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index b97e25a85..b97e25a85 100644
--- a/ml/dlib/examples/dnn_mmod_train_find_cars_ex.cpp
+++ b/src/ml/dlib/examples/dnn_mmod_train_find_cars_ex.cpp
diff --git a/ml/dlib/examples/dnn_semantic_segmentation_ex.cpp b/src/ml/dlib/examples/dnn_semantic_segmentation_ex.cpp
index fa49c5a9e..fa49c5a9e 100644
--- a/ml/dlib/examples/dnn_semantic_segmentation_ex.cpp
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index 47fc102c9..47fc102c9 100644
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diff --git a/ml/dlib/examples/dnn_semantic_segmentation_train_ex.cpp b/src/ml/dlib/examples/dnn_semantic_segmentation_train_ex.cpp
index 0de8c9f43..0de8c9f43 100644
--- a/ml/dlib/examples/dnn_semantic_segmentation_train_ex.cpp
+++ b/src/ml/dlib/examples/dnn_semantic_segmentation_train_ex.cpp
diff --git a/ml/dlib/examples/empirical_kernel_map_ex.cpp b/src/ml/dlib/examples/empirical_kernel_map_ex.cpp
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--- a/ml/dlib/examples/empirical_kernel_map_ex.cpp
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index e39b90a1b..e39b90a1b 100644
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+++ b/src/ml/dlib/examples/svm_rank_ex.cpp
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index 5d68e4a2c..5d68e4a2c 100644
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--- a/ml/dlib/tools/imglab/src/cluster.h
+++ b/src/ml/dlib/tools/imglab/src/cluster.h
diff --git a/ml/dlib/tools/imglab/src/common.cpp b/src/ml/dlib/tools/imglab/src/common.cpp
index d9cc1dca4..d9cc1dca4 100644
--- a/ml/dlib/tools/imglab/src/common.cpp
+++ b/src/ml/dlib/tools/imglab/src/common.cpp
diff --git a/ml/dlib/tools/imglab/src/common.h b/src/ml/dlib/tools/imglab/src/common.h
index 42e905bc3..42e905bc3 100644
--- a/ml/dlib/tools/imglab/src/common.h
+++ b/src/ml/dlib/tools/imglab/src/common.h
diff --git a/ml/dlib/tools/imglab/src/convert_idl.cpp b/src/ml/dlib/tools/imglab/src/convert_idl.cpp
index 7ff601d0c..7ff601d0c 100644
--- a/ml/dlib/tools/imglab/src/convert_idl.cpp
+++ b/src/ml/dlib/tools/imglab/src/convert_idl.cpp
diff --git a/ml/dlib/tools/imglab/src/convert_idl.h b/src/ml/dlib/tools/imglab/src/convert_idl.h
index d8c33d961..d8c33d961 100644
--- a/ml/dlib/tools/imglab/src/convert_idl.h
+++ b/src/ml/dlib/tools/imglab/src/convert_idl.h
diff --git a/ml/dlib/tools/imglab/src/convert_pascal_v1.cpp b/src/ml/dlib/tools/imglab/src/convert_pascal_v1.cpp
index 8eaf5e2bb..8eaf5e2bb 100644
--- a/ml/dlib/tools/imglab/src/convert_pascal_v1.cpp
+++ b/src/ml/dlib/tools/imglab/src/convert_pascal_v1.cpp
diff --git a/ml/dlib/tools/imglab/src/convert_pascal_v1.h b/src/ml/dlib/tools/imglab/src/convert_pascal_v1.h
index 3553d03a7..3553d03a7 100644
--- a/ml/dlib/tools/imglab/src/convert_pascal_v1.h
+++ b/src/ml/dlib/tools/imglab/src/convert_pascal_v1.h
diff --git a/ml/dlib/tools/imglab/src/convert_pascal_xml.cpp b/src/ml/dlib/tools/imglab/src/convert_pascal_xml.cpp
index c699d7777..c699d7777 100644
--- a/ml/dlib/tools/imglab/src/convert_pascal_xml.cpp
+++ b/src/ml/dlib/tools/imglab/src/convert_pascal_xml.cpp
diff --git a/ml/dlib/tools/imglab/src/convert_pascal_xml.h b/src/ml/dlib/tools/imglab/src/convert_pascal_xml.h
index 01ee1e82f..01ee1e82f 100644
--- a/ml/dlib/tools/imglab/src/convert_pascal_xml.h
+++ b/src/ml/dlib/tools/imglab/src/convert_pascal_xml.h
diff --git a/ml/dlib/tools/imglab/src/flip_dataset.cpp b/src/ml/dlib/tools/imglab/src/flip_dataset.cpp
index e072dc790..e072dc790 100644
--- a/ml/dlib/tools/imglab/src/flip_dataset.cpp
+++ b/src/ml/dlib/tools/imglab/src/flip_dataset.cpp
diff --git a/ml/dlib/tools/imglab/src/flip_dataset.h b/src/ml/dlib/tools/imglab/src/flip_dataset.h
index 8ac5db3e8..8ac5db3e8 100644
--- a/ml/dlib/tools/imglab/src/flip_dataset.h
+++ b/src/ml/dlib/tools/imglab/src/flip_dataset.h
diff --git a/ml/dlib/tools/imglab/src/main.cpp b/src/ml/dlib/tools/imglab/src/main.cpp
index 060c2c870..060c2c870 100644
--- a/ml/dlib/tools/imglab/src/main.cpp
+++ b/src/ml/dlib/tools/imglab/src/main.cpp
diff --git a/ml/dlib/tools/imglab/src/metadata_editor.cpp b/src/ml/dlib/tools/imglab/src/metadata_editor.cpp
index 76177e893..76177e893 100644
--- a/ml/dlib/tools/imglab/src/metadata_editor.cpp
+++ b/src/ml/dlib/tools/imglab/src/metadata_editor.cpp
diff --git a/ml/dlib/tools/imglab/src/metadata_editor.h b/src/ml/dlib/tools/imglab/src/metadata_editor.h
index 71aa14ace..71aa14ace 100644
--- a/ml/dlib/tools/imglab/src/metadata_editor.h
+++ b/src/ml/dlib/tools/imglab/src/metadata_editor.h
diff --git a/ml/dlib/tools/python/CMakeLists.txt b/src/ml/dlib/tools/python/CMakeLists.txt
index d3b947485..d3b947485 100644
--- a/ml/dlib/tools/python/CMakeLists.txt
+++ b/src/ml/dlib/tools/python/CMakeLists.txt
diff --git a/ml/dlib/tools/python/src/basic.cpp b/src/ml/dlib/tools/python/src/basic.cpp
index d87a53cc3..d87a53cc3 100644
--- a/ml/dlib/tools/python/src/basic.cpp
+++ b/src/ml/dlib/tools/python/src/basic.cpp
diff --git a/ml/dlib/tools/python/src/cca.cpp b/src/ml/dlib/tools/python/src/cca.cpp
index dcf476522..dcf476522 100644
--- a/ml/dlib/tools/python/src/cca.cpp
+++ b/src/ml/dlib/tools/python/src/cca.cpp
diff --git a/ml/dlib/tools/python/src/cnn_face_detector.cpp b/src/ml/dlib/tools/python/src/cnn_face_detector.cpp
index f18d99d95..f18d99d95 100644
--- a/ml/dlib/tools/python/src/cnn_face_detector.cpp
+++ b/src/ml/dlib/tools/python/src/cnn_face_detector.cpp
diff --git a/ml/dlib/tools/python/src/conversion.h b/src/ml/dlib/tools/python/src/conversion.h
index 9ab2360a0..9ab2360a0 100644
--- a/ml/dlib/tools/python/src/conversion.h
+++ b/src/ml/dlib/tools/python/src/conversion.h
diff --git a/ml/dlib/tools/python/src/correlation_tracker.cpp b/src/ml/dlib/tools/python/src/correlation_tracker.cpp
index 1b17ba54c..1b17ba54c 100644
--- a/ml/dlib/tools/python/src/correlation_tracker.cpp
+++ b/src/ml/dlib/tools/python/src/correlation_tracker.cpp
diff --git a/ml/dlib/tools/python/src/decision_functions.cpp b/src/ml/dlib/tools/python/src/decision_functions.cpp
index a93fe49b9..a93fe49b9 100644
--- a/ml/dlib/tools/python/src/decision_functions.cpp
+++ b/src/ml/dlib/tools/python/src/decision_functions.cpp
diff --git a/ml/dlib/tools/python/src/dlib.cpp b/src/ml/dlib/tools/python/src/dlib.cpp
index ac6fea0db..ac6fea0db 100644
--- a/ml/dlib/tools/python/src/dlib.cpp
+++ b/src/ml/dlib/tools/python/src/dlib.cpp
diff --git a/ml/dlib/tools/python/src/face_recognition.cpp b/src/ml/dlib/tools/python/src/face_recognition.cpp
index 8d5dee678..8d5dee678 100644
--- a/ml/dlib/tools/python/src/face_recognition.cpp
+++ b/src/ml/dlib/tools/python/src/face_recognition.cpp
diff --git a/ml/dlib/tools/python/src/global_optimization.cpp b/src/ml/dlib/tools/python/src/global_optimization.cpp
index f27185c51..f27185c51 100644
--- a/ml/dlib/tools/python/src/global_optimization.cpp
+++ b/src/ml/dlib/tools/python/src/global_optimization.cpp
diff --git a/ml/dlib/tools/python/src/gui.cpp b/src/ml/dlib/tools/python/src/gui.cpp
index 418cfaae3..418cfaae3 100644
--- a/ml/dlib/tools/python/src/gui.cpp
+++ b/src/ml/dlib/tools/python/src/gui.cpp
diff --git a/ml/dlib/tools/python/src/image.cpp b/src/ml/dlib/tools/python/src/image.cpp
index bd43ce5ab..bd43ce5ab 100644
--- a/ml/dlib/tools/python/src/image.cpp
+++ b/src/ml/dlib/tools/python/src/image.cpp
diff --git a/ml/dlib/tools/python/src/image_dataset_metadata.cpp b/src/ml/dlib/tools/python/src/image_dataset_metadata.cpp
index 8f23ddd3f..8f23ddd3f 100644
--- a/ml/dlib/tools/python/src/image_dataset_metadata.cpp
+++ b/src/ml/dlib/tools/python/src/image_dataset_metadata.cpp
diff --git a/ml/dlib/tools/python/src/indexing.h b/src/ml/dlib/tools/python/src/indexing.h
index 3aa398f02..3aa398f02 100644
--- a/ml/dlib/tools/python/src/indexing.h
+++ b/src/ml/dlib/tools/python/src/indexing.h
diff --git a/ml/dlib/tools/python/src/matrix.cpp b/src/ml/dlib/tools/python/src/matrix.cpp
index a93544820..a93544820 100644
--- a/ml/dlib/tools/python/src/matrix.cpp
+++ b/src/ml/dlib/tools/python/src/matrix.cpp
diff --git a/ml/dlib/tools/python/src/numpy_returns.cpp b/src/ml/dlib/tools/python/src/numpy_returns.cpp
index 235816a78..235816a78 100644
--- a/ml/dlib/tools/python/src/numpy_returns.cpp
+++ b/src/ml/dlib/tools/python/src/numpy_returns.cpp
diff --git a/ml/dlib/tools/python/src/numpy_returns_stub.cpp b/src/ml/dlib/tools/python/src/numpy_returns_stub.cpp
index 07d38ceac..07d38ceac 100644
--- a/ml/dlib/tools/python/src/numpy_returns_stub.cpp
+++ b/src/ml/dlib/tools/python/src/numpy_returns_stub.cpp
diff --git a/ml/dlib/tools/python/src/object_detection.cpp b/src/ml/dlib/tools/python/src/object_detection.cpp
index bda570d7d..bda570d7d 100644
--- a/ml/dlib/tools/python/src/object_detection.cpp
+++ b/src/ml/dlib/tools/python/src/object_detection.cpp
diff --git a/ml/dlib/tools/python/src/opaque_types.h b/src/ml/dlib/tools/python/src/opaque_types.h
index 1a31c08df..1a31c08df 100644
--- a/ml/dlib/tools/python/src/opaque_types.h
+++ b/src/ml/dlib/tools/python/src/opaque_types.h
diff --git a/ml/dlib/tools/python/src/other.cpp b/src/ml/dlib/tools/python/src/other.cpp
index 3e0149022..3e0149022 100644
--- a/ml/dlib/tools/python/src/other.cpp
+++ b/src/ml/dlib/tools/python/src/other.cpp
diff --git a/ml/dlib/tools/python/src/rectangles.cpp b/src/ml/dlib/tools/python/src/rectangles.cpp
index d06ec591b..d06ec591b 100644
--- a/ml/dlib/tools/python/src/rectangles.cpp
+++ b/src/ml/dlib/tools/python/src/rectangles.cpp
diff --git a/ml/dlib/tools/python/src/sequence_segmenter.cpp b/src/ml/dlib/tools/python/src/sequence_segmenter.cpp
index 9fde1e771..9fde1e771 100644
--- a/ml/dlib/tools/python/src/sequence_segmenter.cpp
+++ b/src/ml/dlib/tools/python/src/sequence_segmenter.cpp
diff --git a/ml/dlib/tools/python/src/serialize_object_detector.h b/src/ml/dlib/tools/python/src/serialize_object_detector.h
index e53401c81..e53401c81 100644
--- a/ml/dlib/tools/python/src/serialize_object_detector.h
+++ b/src/ml/dlib/tools/python/src/serialize_object_detector.h
diff --git a/ml/dlib/tools/python/src/shape_predictor.cpp b/src/ml/dlib/tools/python/src/shape_predictor.cpp
index 76f21750a..76f21750a 100644
--- a/ml/dlib/tools/python/src/shape_predictor.cpp
+++ b/src/ml/dlib/tools/python/src/shape_predictor.cpp
diff --git a/ml/dlib/tools/python/src/shape_predictor.h b/src/ml/dlib/tools/python/src/shape_predictor.h
index f7a071a75..f7a071a75 100644
--- a/ml/dlib/tools/python/src/shape_predictor.h
+++ b/src/ml/dlib/tools/python/src/shape_predictor.h
diff --git a/ml/dlib/tools/python/src/simple_object_detector.h b/src/ml/dlib/tools/python/src/simple_object_detector.h
index 4fceab429..4fceab429 100644
--- a/ml/dlib/tools/python/src/simple_object_detector.h
+++ b/src/ml/dlib/tools/python/src/simple_object_detector.h
diff --git a/ml/dlib/tools/python/src/simple_object_detector_py.h b/src/ml/dlib/tools/python/src/simple_object_detector_py.h
index 0f950273d..0f950273d 100644
--- a/ml/dlib/tools/python/src/simple_object_detector_py.h
+++ b/src/ml/dlib/tools/python/src/simple_object_detector_py.h
diff --git a/ml/dlib/tools/python/src/svm_c_trainer.cpp b/src/ml/dlib/tools/python/src/svm_c_trainer.cpp
index 7b592abe7..7b592abe7 100644
--- a/ml/dlib/tools/python/src/svm_c_trainer.cpp
+++ b/src/ml/dlib/tools/python/src/svm_c_trainer.cpp
diff --git a/ml/dlib/tools/python/src/svm_rank_trainer.cpp b/src/ml/dlib/tools/python/src/svm_rank_trainer.cpp
index 26cf3111a..26cf3111a 100644
--- a/ml/dlib/tools/python/src/svm_rank_trainer.cpp
+++ b/src/ml/dlib/tools/python/src/svm_rank_trainer.cpp
diff --git a/ml/dlib/tools/python/src/svm_struct.cpp b/src/ml/dlib/tools/python/src/svm_struct.cpp
index d8ebad957..d8ebad957 100644
--- a/ml/dlib/tools/python/src/svm_struct.cpp
+++ b/src/ml/dlib/tools/python/src/svm_struct.cpp
diff --git a/ml/dlib/tools/python/src/testing_results.h b/src/ml/dlib/tools/python/src/testing_results.h
index 746e2934a..746e2934a 100644
--- a/ml/dlib/tools/python/src/testing_results.h
+++ b/src/ml/dlib/tools/python/src/testing_results.h
diff --git a/ml/dlib/tools/python/src/vector.cpp b/src/ml/dlib/tools/python/src/vector.cpp
index a9f81c65e..a9f81c65e 100644
--- a/ml/dlib/tools/python/src/vector.cpp
+++ b/src/ml/dlib/tools/python/src/vector.cpp
diff --git a/ml/dlib/tools/python/test/.gitignore b/src/ml/dlib/tools/python/test/.gitignore
index bee8a64b7..bee8a64b7 100644
--- a/ml/dlib/tools/python/test/.gitignore
+++ b/src/ml/dlib/tools/python/test/.gitignore
diff --git a/ml/dlib/tools/python/test/test_array.py b/src/ml/dlib/tools/python/test/test_array.py
index 479997ac3..479997ac3 100644
--- a/ml/dlib/tools/python/test/test_array.py
+++ b/src/ml/dlib/tools/python/test/test_array.py
diff --git a/ml/dlib/tools/python/test/test_global_optimization.py b/src/ml/dlib/tools/python/test/test_global_optimization.py
index ec320909f..ec320909f 100644
--- a/ml/dlib/tools/python/test/test_global_optimization.py
+++ b/src/ml/dlib/tools/python/test/test_global_optimization.py
diff --git a/ml/dlib/tools/python/test/test_matrix.py b/src/ml/dlib/tools/python/test/test_matrix.py
index cdd9bed13..cdd9bed13 100644
--- a/ml/dlib/tools/python/test/test_matrix.py
+++ b/src/ml/dlib/tools/python/test/test_matrix.py
diff --git a/ml/dlib/tools/python/test/test_point.py b/src/ml/dlib/tools/python/test/test_point.py
index 75b8c191f..75b8c191f 100644
--- a/ml/dlib/tools/python/test/test_point.py
+++ b/src/ml/dlib/tools/python/test/test_point.py
diff --git a/ml/dlib/tools/python/test/test_range.py b/src/ml/dlib/tools/python/test/test_range.py
index c881da369..c881da369 100644
--- a/ml/dlib/tools/python/test/test_range.py
+++ b/src/ml/dlib/tools/python/test/test_range.py
diff --git a/ml/dlib/tools/python/test/test_rgb_pixel.py b/src/ml/dlib/tools/python/test/test_rgb_pixel.py
index 0b3aaf5e9..0b3aaf5e9 100644
--- a/ml/dlib/tools/python/test/test_rgb_pixel.py
+++ b/src/ml/dlib/tools/python/test/test_rgb_pixel.py
diff --git a/ml/dlib/tools/python/test/test_sparse_vector.py b/src/ml/dlib/tools/python/test/test_sparse_vector.py
index 124e68d5d..124e68d5d 100644
--- a/ml/dlib/tools/python/test/test_sparse_vector.py
+++ b/src/ml/dlib/tools/python/test/test_sparse_vector.py
diff --git a/ml/dlib/tools/python/test/test_svm_c_trainer.py b/src/ml/dlib/tools/python/test/test_svm_c_trainer.py
index ba9392e08..ba9392e08 100644
--- a/ml/dlib/tools/python/test/test_svm_c_trainer.py
+++ b/src/ml/dlib/tools/python/test/test_svm_c_trainer.py
diff --git a/ml/dlib/tools/python/test/test_vector.py b/src/ml/dlib/tools/python/test/test_vector.py
index ff79ab339..ff79ab339 100644
--- a/ml/dlib/tools/python/test/test_vector.py
+++ b/src/ml/dlib/tools/python/test/test_vector.py
diff --git a/ml/dlib/tools/visual_studio_natvis/README.txt b/src/ml/dlib/tools/visual_studio_natvis/README.txt
index f766ac0c1..f766ac0c1 100644
--- a/ml/dlib/tools/visual_studio_natvis/README.txt
+++ b/src/ml/dlib/tools/visual_studio_natvis/README.txt
diff --git a/ml/dlib/tools/visual_studio_natvis/dlib.natvis b/src/ml/dlib/tools/visual_studio_natvis/dlib.natvis
index 0c1c52060..0c1c52060 100644
--- a/ml/dlib/tools/visual_studio_natvis/dlib.natvis
+++ b/src/ml/dlib/tools/visual_studio_natvis/dlib.natvis
diff --git a/ml/ml-dummy.c b/src/ml/ml-dummy.c
index 7058e21cd..7058e21cd 100644
--- a/ml/ml-dummy.c
+++ b/src/ml/ml-dummy.c
diff --git a/ml/ml-private.h b/src/ml/ml-private.h
index f373456fa..646a5cb17 100644
--- a/ml/ml-private.h
+++ b/src/ml/ml-private.h
@@ -3,7 +3,7 @@
#ifndef NETDATA_ML_PRIVATE_H
#define NETDATA_ML_PRIVATE_H
-#include "dlib/matrix.h"
+#include "dlib/dlib/matrix.h"
#include "ml/ml.h"
#include <vector>
@@ -264,6 +264,7 @@ typedef struct {
RRDDIM *detector_events_new_anomaly_event_rd;
RRDSET *type_anomaly_rate_rs;
+ SPINLOCK type_anomaly_rate_spinlock;
std::unordered_map<STRING *, ml_type_anomaly_rate_t> type_anomaly_rate;
} ml_host_t;
diff --git a/ml/ml.cc b/src/ml/ml.cc
index 5f8f5033e..33a01f2c6 100644
--- a/ml/ml.cc
+++ b/src/ml/ml.cc
@@ -1,6 +1,6 @@
// SPDX-License-Identifier: GPL-3.0-or-later
-#include <dlib/clustering.h>
+#include "dlib/dlib/clustering.h"
#include "ml-private.h"
@@ -358,7 +358,7 @@ ml_dimension_calculated_numbers(ml_training_thread_t *training_thread, ml_dimens
*/
struct storage_engine_query_handle handle;
- storage_engine_query_init(dim->rd->tiers[0].backend, dim->rd->tiers[0].db_metric_handle, &handle,
+ storage_engine_query_init(dim->rd->tiers[0].seb, dim->rd->tiers[0].smh, &handle,
training_response.query_after_t, training_response.query_before_t,
STORAGE_PRIORITY_BEST_EFFORT);
@@ -1090,20 +1090,24 @@ ml_host_detect_once(ml_host_t *host)
host->mls.num_anomalous_dimensions += chart_mls.num_anomalous_dimensions;
host->mls.num_normal_dimensions += chart_mls.num_normal_dimensions;
- STRING *key = rs->parts.type;
- auto &um = host->type_anomaly_rate;
- auto it = um.find(key);
- if (it == um.end()) {
- um[key] = ml_type_anomaly_rate_t {
- .rd = NULL,
- .normal_dimensions = 0,
- .anomalous_dimensions = 0
- };
- it = um.find(key);
- }
+ if (spinlock_trylock_cancelable(&host->type_anomaly_rate_spinlock))
+ {
+ STRING *key = rs->parts.type;
+ auto &um = host->type_anomaly_rate;
+ auto it = um.find(key);
+ if (it == um.end()) {
+ um[key] = ml_type_anomaly_rate_t {
+ .rd = NULL,
+ .normal_dimensions = 0,
+ .anomalous_dimensions = 0
+ };
+ it = um.find(key);
+ }
- it->second.anomalous_dimensions += chart_mls.num_anomalous_dimensions;
- it->second.normal_dimensions += chart_mls.num_normal_dimensions;
+ it->second.anomalous_dimensions += chart_mls.num_anomalous_dimensions;
+ it->second.normal_dimensions += chart_mls.num_normal_dimensions;
+ spinlock_unlock_cancelable(&host->type_anomaly_rate_spinlock);
+ }
}
rrdset_foreach_done(rsp);
@@ -1310,6 +1314,7 @@ void ml_host_new(RRDHOST *rh)
host->training_queue = Cfg.training_threads[times_called++ % Cfg.num_training_threads].training_queue;
netdata_mutex_init(&host->mutex);
+ spinlock_init(&host->type_anomaly_rate_spinlock);
host->ml_running = true;
rh->ml_host = (rrd_ml_host_t *) host;
@@ -1416,8 +1421,7 @@ void ml_host_get_info(RRDHOST *rh, BUFFER *wb)
buffer_json_member_add_double(wb, "dimension-anomaly-score-threshold", Cfg.dimension_anomaly_score_threshold);
- buffer_json_member_add_string(wb, "anomaly-detection-grouping-method",
- time_grouping_method2string(Cfg.anomaly_detection_grouping_method));
+ buffer_json_member_add_string(wb, "anomaly-detection-grouping-method", time_grouping_id2txt(Cfg.anomaly_detection_grouping_method));
buffer_json_member_add_int64(wb, "anomaly-detection-query-duration", Cfg.anomaly_detection_query_duration);
@@ -1787,7 +1791,7 @@ void ml_init()
// create table
if (db) {
int target_version = perform_ml_database_migration(db, ML_METADATA_VERSION);
- if (configure_sqlite_database(db, target_version)) {
+ if (configure_sqlite_database(db, target_version, "ml_config")) {
error_report("Failed to setup ML database");
sqlite3_close(db);
db = NULL;
@@ -1805,13 +1809,17 @@ void ml_init()
}
}
+uint64_t sqlite_get_ml_space(void)
+{
+ return sqlite_get_db_space(db);
+}
+
void ml_fini() {
- if (!Cfg.enable_anomaly_detection)
+ if (!Cfg.enable_anomaly_detection || !db)
return;
- int rc = sqlite3_close_v2(db);
- if (unlikely(rc != SQLITE_OK))
- error_report("Error %d while closing the SQLite database, %s", rc, sqlite3_errstr(rc));
+ sql_close_database(db, "ML");
+ db = NULL;
}
void ml_start_threads() {
@@ -1845,8 +1853,8 @@ void ml_stop_threads()
if (!Cfg.detection_thread)
return;
- netdata_thread_cancel(Cfg.detection_thread);
netdata_thread_join(Cfg.detection_thread, NULL);
+ Cfg.detection_thread = 0;
// signal the training queue of each thread
for (size_t idx = 0; idx != Cfg.num_training_threads; idx++) {
diff --git a/ml/ml.h b/src/ml/ml.h
index f6e7a5436..5fe333bf7 100644
--- a/ml/ml.h
+++ b/src/ml/ml.h
@@ -46,6 +46,7 @@ void ml_update_global_statistics_charts(uint64_t models_consulted);
bool ml_host_get_host_status(RRDHOST *rh, struct ml_metrics_statistics *mlm);
bool ml_host_running(RRDHOST *rh);
+uint64_t sqlite_get_ml_space(void);
#ifdef __cplusplus
};
diff --git a/ml/notebooks/README.md b/src/ml/notebooks/README.md
index 5e9db6dee..5e9db6dee 100644
--- a/ml/notebooks/README.md
+++ b/src/ml/notebooks/README.md
diff --git a/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb b/src/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb
index 14e4366bb..f939b1317 100644
--- a/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb
+++ b/src/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb
@@ -19,7 +19,7 @@
}
},
"source": [
- "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/netdata/netdata/blob/master/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb)"
+ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/netdata/netdata/blob/master/src/ml/notebooks/netdata_anomaly_detection_deepdive.ipynb)"
]
},
{
@@ -30,7 +30,7 @@
}
},
"source": [
- "This notebook will walk through a simplified python based implementation of the C & C++ code in [`netdata/netdata/ml/`](https://github.com/netdata/netdata/tree/master/ml) used to power the [anomaly detection capabilities](https://github.com/netdata/netdata/blob/master/ml/README.md) of the Netdata agent.\n",
+ "This notebook will walk through a simplified python based implementation of the C & C++ code in [`netdata/netdata/ml/`](https://github.com/netdata/netdata/tree/master/src/ml) used to power the [anomaly detection capabilities](https://github.com/netdata/netdata/blob/master/src/ml/README.md) of the Netdata agent.\n",
"\n",
"The main goal here is to help interested users learn more about how the machine learning works under the hood. If you just want to get started by enabling ml on your agent you can check out these [simple configuration steps](https://learn.netdata.cloud/docs/agent/ml#configuration). \n",
"\n",
@@ -155,7 +155,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "A full list of all the anomaly detection configuration parameters, and descriptions of each, can be found in the [configuration](https://github.com/netdata/netdata/blob/master/ml/README.md#configuration) section of the [ml readme](https://github.com/netdata/netdata/blob/master/ml/README.md).\n",
+ "A full list of all the anomaly detection configuration parameters, and descriptions of each, can be found in the [configuration](https://github.com/netdata/netdata/blob/master/src/ml/README.md#configuration) section of the [ml readme](https://github.com/netdata/netdata/blob/master/src/ml/README.md).\n",
"\n",
"Below we will focus on some basic params to decide what data to pull and the main ml params of importance in understanding how it all works.\n",
"\n",
@@ -169,13 +169,13 @@
"- `num_samples_to_lag`: The number of previous values to also include in our feature vector.\n",
"\n",
"#### anomaly score related parameters:\n",
- "- `dimension_anomaly_score_threshold`: The threshold on the anomaly score, above which the data it considered anomalous and the [anomaly bit](https://github.com/netdata/netdata/blob/master/ml/README.md#anomaly-bit) is set to 1 (its actually set to 100 in reality but this just to make it behave more like a rate when aggregated in the netdata agent api). By default this is `0.99` which means anything with an anomaly score above 99% is considered anomalous. Decreasing this threshold makes the model more sensitive and will leave to more anomaly bits, increasing it does the opposite.\n",
+ "- `dimension_anomaly_score_threshold`: The threshold on the anomaly score, above which the data it considered anomalous and the [anomaly bit](https://github.com/netdata/netdata/blob/master/src/ml/README.md#anomaly-bit) is set to 1 (its actually set to 100 in reality but this just to make it behave more like a rate when aggregated in the netdata agent api). By default this is `0.99` which means anything with an anomaly score above 99% is considered anomalous. Decreasing this threshold makes the model more sensitive and will leave to more anomaly bits, increasing it does the opposite.\n",
"\n",
"#### model parameters:\n",
"- `n_clusters_per_dimension`: This is the number of clusters to fit for each model, by default it is set to 2 such that 2 cluster [centroids](https://en.wikipedia.org/wiki/Centroid) will be fit for each model.\n",
"- `max_iterations`: The maximum number of iterations the fitting of the clusters is allowed to take. In reality the clustering will converge a lot sooner than this.\n",
"\n",
- "**Note**: There is much more detailed discussion of all there configuration parameters in the [\"Configuration\"](https://github.com/netdata/netdata/blob/master/ml/README.md#configuration) section of the ml readme."
+ "**Note**: There is much more detailed discussion of all there configuration parameters in the [\"Configuration\"](https://github.com/netdata/netdata/blob/master/src/ml/README.md#configuration) section of the ml readme."
]
},
{
@@ -397,7 +397,7 @@
"source": [
"In the plot below it should be clear that the light yellow section of the data has been messed with and is now \"anomalous\" or \"strange looking\" in comparison to all the data that comes before it. \n",
"\n",
- "Our goal now is to create some sort of [anomaly score](https://github.com/netdata/netdata/blob/master/ml/README.md#anomaly-score) that can easily capture this."
+ "Our goal now is to create some sort of [anomaly score](https://github.com/netdata/netdata/blob/master/src/ml/README.md#anomaly-score) that can easily capture this."
]
},
{
@@ -444,7 +444,7 @@
"\n",
"In this notebook we will just use good old [kmeans](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html) from [scikit-learn](https://scikit-learn.org/stable/index.html). \n",
"\n",
- "In reality the Netdata Agent uses the awesome [dlib](https://github.com/davisking/dlib) c++ library and the [`find_clusters_using_kmeans`](http://dlib.net/ml.html#find_clusters_using_kmeans) function along with a few others. You can see the Netdata KMeans code [here](https://github.com/netdata/netdata/blob/master/ml/kmeans/KMeans.cc).\n",
+ "In reality the Netdata Agent uses the awesome [dlib](https://github.com/davisking/dlib) c++ library and the [`find_clusters_using_kmeans`](http://dlib.net/ml.html#find_clusters_using_kmeans) function along with a few others. You can see the Netdata KMeans code [here](https://github.com/netdata/netdata/blob/master/src/ml/kmeans/KMeans.cc).\n",
"\n",
"The code below:\n",
"\n",
@@ -780,7 +780,7 @@
"source": [
"Now that we have our raw data, our anomaly scores, and our anomaly bits - we can plot this all side by side to get a clear picture of how it all works together.\n",
"\n",
- "In the plots below we see that during the light yellow \"anomalous\" period the \"[anomaly scores](https://github.com/netdata/netdata/blob/master/ml/README.md#anomaly-score)\" get elevated to such an extend that many \"[anomaly bits](https://github.com/netdata/netdata/blob/master/ml/README.md#anomaly-bit)\" start flipping from 0 to 1 and essentially \"turning on\" to signal potentially anomalous data."
+ "In the plots below we see that during the light yellow \"anomalous\" period the \"[anomaly scores](https://github.com/netdata/netdata/blob/master/src/ml/README.md#anomaly-score)\" get elevated to such an extend that many \"[anomaly bits](https://github.com/netdata/netdata/blob/master/src/ml/README.md#anomaly-bit)\" start flipping from 0 to 1 and essentially \"turning on\" to signal potentially anomalous data."
]
},
{
@@ -883,7 +883,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "The last concept to introduce now is the \"[anomaly rate](https://github.com/netdata/netdata/blob/master/ml/README.md#anomaly-rate)\" which is really just an average over \"anomaly bits\".\n",
+ "The last concept to introduce now is the \"[anomaly rate](https://github.com/netdata/netdata/blob/master/src/ml/README.md#anomaly-rate)\" which is really just an average over \"anomaly bits\".\n",
"\n",
"For example, in the next cell we will just average all the anomaly bits across the light yellow window of time to find the anomaly rate for the metric within this window. "
]