outliers topic

List outliers repositories

pyod

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A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

rrcf

485
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111
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🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

ee-outliers

204
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34
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Open-source framework to detect outliers in Elasticsearch events

PyNomaly

302
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36
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Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

correlation

417
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54
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:link: Methods for Correlation Analysis

pysad

222
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20
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Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

pca

273
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41
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pca: A Python Package for Principal Component Analysis.

radiator

57
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22
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RADseq Data Exploration, Manipulation and Visualization using R

genie

21
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3
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Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)