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diff --git a/ml/dlib/docs/docs/bayes.xml b/ml/dlib/docs/docs/bayes.xml deleted file mode 100644 index 2ed11fe1d..000000000 --- a/ml/dlib/docs/docs/bayes.xml +++ /dev/null @@ -1,377 +0,0 @@ -<?xml version="1.0" encoding="ISO-8859-1"?> -<?xml-stylesheet type="text/xsl" href="stylesheet.xsl"?> - -<doc> - <title>Bayesian Networks</title> - - <!-- ************************************************************************* --> - - <body> - - <p> - This page documents all the tools within the dlib library that relate - to the construction and evaluation of Bayesian networks. If you want - a quick introduction to the tools then you should consult the - Bayesian Net <a href="bayes_net_ex.cpp.html">example program</a>. - - </p> - <p> - The - library also comes with a graphical application to assist in the - creation of bayesian networks. This application is one of the - <a href="bayes_net_gui_ex.cpp.html">example programs</a>, so to use it - you have to compile it yourself. - </p> - - </body> - - <!-- ************************************************************************* --> - - <menu width="150"> - <top> - <section> - <name>Tools</name> - <item>assignment</item> - <item>joint_probability_table</item> - <item>conditional_probability_table</item> - <item>bayes_node</item> - <item>bayesian_network_gibbs_sampler</item> - <item>bayesian_network_join_tree</item> - - </section> - - <section> - <name>Node Utilities</name> - <item>set_node_value</item> - <item>node_value</item> - <item>node_is_evidence</item> - <item>set_node_as_evidence</item> - <item>set_node_as_nonevidence</item> - <item>set_node_num_values</item> - <item>node_num_values</item> - <item>node_probability</item> - <item>set_node_probability</item> - <item>node_first_parent_assignment</item> - <item>node_next_parent_assignment</item> - <item>node_cpt_filled_out</item> - - </section> - - </top> - </menu> - - <!-- ************************************************************************* --> - <!-- ************************************************************************* --> - <!-- ************************************************************************* --> - - <components> - - <!-- ************************************************************************* --> - - <component> - <name>bayesian_network_join_tree</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object represents an implementation of the join tree algorithm - (a.k.a. the junction tree algorithm) - for inference in bayesian networks. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - <example>bayes_net_gui_ex.cpp.html</example> - <example>bayes_net_from_disk_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>bayesian_network_gibbs_sampler</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object performs Markov Chain Monte Carlo sampling of a bayesian - network using the Gibbs sampling technique. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>bayes_node</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object represents a node in a bayesian network. It is - intended to be used inside the <a href="containers.html#directed_graph">directed_graph</a> object to - represent bayesian networks. - </description> - - <examples> - <example>bayes_net_ex.cpp.html</example> - <example>bayes_net_gui_ex.cpp.html</example> - </examples> - </component> - - <!-- ************************************************************************* --> - - <component> - <name>conditional_probability_table</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object represents a conditional probability table. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>joint_probability_table</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object represents a joint probability table. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>assignment</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This object models an assignment of random variables to particular values. - It is used with the <a href="#joint_probability_table">joint_probability_table</a> and - <a href="#conditional_probability_table">conditional_probability_table</a> - objects to represent assignments of various random variables to actual values. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - <example>bayes_net_gui_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>set_node_probability</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily set the probability of a - <a href="#bayes_node">bayes_node</a> given its parents when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_first_parent_assignment</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily obtain an <a href="#assignment">assignment</a> - that contains all the parents of a node in a bayesian network. - </description> - <examples> - <example>bayes_net_gui_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_next_parent_assignment</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily loop through all the parent <a href="#assignment">assignments</a> - of a node in a bayesian network. - </description> - <examples> - <example>bayes_net_gui_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_cpt_filled_out</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily verify that a node - in a bayesian network has its <a href="#conditional_probability_table">conditional_probability_table</a> - completely filled out. - </description> - <examples> - <example>bayes_net_gui_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - - <component> - <name>node_probability</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily obtain the probability of a - <a href="#bayes_node">bayes_node</a> given its parents when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_num_values</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily obtain the number of values of a - <a href="#bayes_node">bayes_node</a> when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>set_node_num_values</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily set the number of values of a - <a href="#bayes_node">bayes_node</a> when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>set_node_as_nonevidence</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily remove the evidence flag of a - <a href="#bayes_node">bayes_node</a> when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>set_node_as_evidence</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily set the evidence flag of a - <a href="#bayes_node">bayes_node</a> when it is inside - a <a href="containers.html#directed_graph">directed_graph</a> object. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_is_evidence</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily determine if a - <a href="#bayes_node">bayes_node</a> is evidence when it is inside - a <a href="containers.html#directed_graph"> directed_graph</a> object. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>node_value</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily obtain the value of a - <a href="#bayes_node">bayes_node</a> when it is inside a <a href="containers.html#directed_graph"> - directed_graph</a> object. - </description> - - </component> - - <!-- ************************************************************************* --> - - <component> - <name>set_node_value</name> - <file>dlib/bayes_utils.h</file> - <spec_file link="true">dlib/bayes_utils/bayes_utils_abstract.h</spec_file> - <description> - This is a function declared in the dlib::bayes_node_utils namespace. It - is a convenience function that allows you to easily modify the value of a - <a href="#bayes_node">bayes_node</a> when it is inside a <a href="containers.html#directed_graph"> - directed_graph</a> object. - </description> - <examples> - <example>bayes_net_ex.cpp.html</example> - </examples> - - </component> - - <!-- ************************************************************************* --> - - </components> - - <!-- ************************************************************************* --> - - -</doc> - - |