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bsd-2-clause

145

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

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

1,865 commits to master branch, last one 2 months ago

elki elki-project

323

792

agpl-3.0

56

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

10,460 commits to master branch, last one 4 months ago

rrcf kLabUM

112

496

mit

19

🌲 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 about a year ago

correlation easystats

56

435

other

17

:link: Methods for Correlation Analysis

Created 2019-02-20

742 commits to main branch, last one 3 days ago

PyNomaly vc1492a

37

314

other

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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].

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

Created 2017-05-19

201 commits to main branch, last one a day ago

pca erdogant

43

291

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 5 months ago

pysad selimfirat

22

241

bsd-3-clause

6

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 about a year ago

ee-outliers NVISOsecurity

34

205

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 2 years ago