Adding upstream version 1.39.0.upstream/1.39.0

Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>

1 files changed, 0 insertions, 41 deletions

diff --git a/ml/KMeans.h b/ml/KMeans.h
deleted file mode 100644
index 0398eeb86..000000000
--- a/ml/KMeans.h
+++ /dev/null
@@ -1,41 +0,0 @@
-// SPDX-License-Identifier: GPL-3.0-or-later
-
-#ifndef KMEANS_H
-#define KMEANS_H
-
-#include <atomic>
-#include <vector>
-#include <limits>
-#include <mutex>
-
-#include "SamplesBuffer.h"
-#include "json/single_include/nlohmann/json.hpp"
-
-class KMeans {
-public:
-    KMeans(size_t NumClusters = 2) : NumClusters(NumClusters) {
-        MinDist = std::numeric_limits<CalculatedNumber>::max();
-        MaxDist = std::numeric_limits<CalculatedNumber>::min();
-    };
-
-    void train(const std::vector<DSample> &Samples, size_t MaxIterations);
-    CalculatedNumber anomalyScore(const DSample &Sample) const;
-
-    void toJson(nlohmann::json &J) const {
-        J = nlohmann::json{
-            {"CCs", ClusterCenters},
-            {"MinDist", MinDist},
-            {"MaxDist", MaxDist}
-        };
-    }
-
-private:
-    size_t NumClusters;
-
-    std::vector<DSample> ClusterCenters;
-
-    CalculatedNumber MinDist;
-    CalculatedNumber MaxDist;
-};
-
-#endif /* KMEANS_H */