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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2022-11-30 18:47:00 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2022-11-30 18:47:00 +0000 |
commit | 03bf87dcb06f7021bfb2df2fa8691593c6148aff (patch) | |
tree | e16b06711a2ed77cafb4b7754be0220c3d14a9d7 /ml/kmeans/KMeans.h | |
parent | Adding upstream version 1.36.1. (diff) | |
download | netdata-03bf87dcb06f7021bfb2df2fa8691593c6148aff.tar.xz netdata-03bf87dcb06f7021bfb2df2fa8691593c6148aff.zip |
Adding upstream version 1.37.0.upstream/1.37.0
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'ml/kmeans/KMeans.h')
-rw-r--r-- | ml/kmeans/KMeans.h | 34 |
1 files changed, 0 insertions, 34 deletions
diff --git a/ml/kmeans/KMeans.h b/ml/kmeans/KMeans.h deleted file mode 100644 index 4ea3b6a89..000000000 --- a/ml/kmeans/KMeans.h +++ /dev/null @@ -1,34 +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" - -class KMeans { -public: - KMeans(size_t NumClusters = 2) : NumClusters(NumClusters) { - MinDist = std::numeric_limits<CalculatedNumber>::max(); - MaxDist = std::numeric_limits<CalculatedNumber>::min(); - }; - - void train(SamplesBuffer &SB, size_t MaxIterations); - CalculatedNumber anomalyScore(SamplesBuffer &SB); - -private: - size_t NumClusters; - - std::vector<DSample> ClusterCenters; - - CalculatedNumber MinDist; - CalculatedNumber MaxDist; - - std::mutex Mutex; -}; - -#endif /* KMEANS_H */ |