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bsd-2-clause

147

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

python anomaly python3 outliers autoencoder data-mining data-science data-analysis deep-learning fraud-detection neural-networks machine-learning anomaly-detection novelty-detection outlier-detection outlier-ensembles unsupervised-learning out-of-distribution-detection

Created 2017-10-03

1,731 commits to master branch, last one 2 months ago

elki elki-project

321

772

agpl-3.0

57

ELKI Data Mining Toolkit

java index indexing outliers clustering data-mining time-series data-science data-analysis visualization anomalydetection cluster-analysis machine-learning outlier-detection distance-functions data-mining-algorithms

Created 2015-03-04

10,458 commits to master branch, last one about a month ago

rrcf kLabUM

111

485

mit

20

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

tree python outliers random-forest streaming-data detect-outliers machine-learning anomaly-detection robust-random-cut-forest

Created 2018-10-20

266 commits to master branch, last one 9 months ago

correlation easystats

54

417

other

17

:link: Methods for Correlation Analysis

Created 2019-02-20

720 commits to main branch, last one 5 days ago

PyNomaly vc1492a

36

302

other

25

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

outliers anomalies probability outlier-scores machine-learning anomaly-detection nearest-neighbors outlier-detection

Created 2017-05-19

156 commits to main branch, last one 8 months ago

pca erdogant

41

273

mit

5

pca: A Python Package for Principal Component Analysis.

pca biplot 3d-plot outliers hotelling-t2 explained-variance principal-component-analysis

Created 2020-01-11

450 commits to master branch, last one 14 days ago

pysad selimfirat

20

223

bsd-3-clause

5

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

python anomaly outliers real-time streaming-data fraud-detection machine-learning anomaly-detection outlier-detection intrusion-detection incremental-learning unsupervised-learning

Created 2020-06-05

217 commits to master branch, last one 7 months ago

ee-outliers NVISOsecurity

34

204

gpl-3.0

21

Open-source framework to detect outliers in Elasticsearch events

ml cirt siem netsec outliers statistics ee-outliers threat-hunting machine-learning anomaly-detection outlier-detection security-monitoring security-operations statistical-analysis

This repository has been archived (exclude archived)

Created 2018-12-11

1,690 commits to master branch, last one about a year ago