Search Results - RepositoryStats

cleanlab cleanlab

687

8.9k

agpl-3.0

85

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Created 2018-05-11

1,638 commits to master branch, last one 21 hours ago

pyod yzhao062

1.3k

8.1k

bsd-2-clause

146

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

1,749 commits to master branch, last one 12 days ago

anomaly-detection-resources yzhao062

1.7k

8.0k

agpl-3.0

287

Anomaly detection related books, papers, videos, and toolboxes

fraud awesome outlier data-mining awesome-list fraud-detection machine-learning anomaly-detection outlier-detection outlier-ensembles time-series-analysis graph-neural-networks unsupervised-learning

Created 2018-05-16

284 commits to master branch, last one about a month ago

awesome-TS-anomaly-detection rob-med

448

2.9k

unknown

110

List of tools & datasets for anomaly detection on time-series data.

data-mining time-series awesome-list data-analysis temporal-data machine-learning anomaly-detection outlier-detection

Created 2017-12-19

58 commits to master branch, last one about a year ago

fastdup visual-layer

74

1.4k

other

21

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data oper...

image python dataset data-curation deep-learning visual-search visualization image-analysis image-processing image-similarity machine-learning object-detection data-augmentation novelty-detection outlier-detection image-classfication visualization-tools image-classification image-duplicate-detection

Created 2022-05-11

1,223 commits to main branch, last one 4 months ago

minisom JustGlowing

415

1.4k

mit

31

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

som clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction

Created 2013-07-03

592 commits to master branch, last one 14 days ago

graph-fraud-detection-papers safe-graph

242

1.3k

unknown

53

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

papers survey dataset security awsome-list data-mining data-science deep-learning spam-detection fraud-detection graph-algorithms machine-learning anomaly-detection outlier-detection academic-publications graph-neural-networks graph-convolutional-networks

Created 2019-11-21

135 commits to master branch, last one 15 days ago

tods datamllab

187

1.3k

apache-2.0

28

TODS: An Automated Time-series Outlier Detection System

automl time-series machine-learning anomaly-detection outlier-detection time-series-analysis time-series-anomaly-detection

Created 2020-09-08

437 commits to master branch, last one 9 months ago

pygod pygod-team

126

1.2k

bsd-2-clause

16

A Python Library for Graph Outlier Detection (Anomaly Detection)

python pytorch toolkit opensource graphmining deeplearning security-tools fraud-detection machine-learning anomaly-detection outlier-detection graph-neural-networks graph-anomaly-detection

Created 2021-11-18

479 commits to main branch, last one 11 days ago

ADBench Minqi824

126

803

bsd-2-clause

16

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

python benchmark data-mining data-sicence deep-learning neural-networks machine-learning anomaly-detection ensemble-learning outlier-detection supervised-learning unsupervised-learning semi-supervised-learning

Created 2022-06-05

117 commits to main branch, last one 10 months ago

OpenOOD Jingkang50

94

780

mit

8

Benchmarking Generalized Out-of-Distribution Detection

robustness anomaly-detection novelty-detection outlier-detection open-set-recognition out-of-distribution-detection

Created 2021-11-29

694 commits to main branch, last one 6 days ago

elki elki-project

321

771

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

luminaire zillow

58

754

apache-2.0

23

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

automl forecasting time-series anomaly-detection outlier-detection

Created 2020-07-08

258 commits to master branch, last one 4 months ago

chaos_genius chaos-genius

81

710

mit

11

ML powered analytics engine for outlier detection and root cause analysis.

Created 2021-05-27

3,306 commits to main branch, last one 3 months ago

tsmoothie cerlymarco

96

710

mit

17

A python library for time-series smoothing and outlier detection in a vectorized way.

bootstrap smoothing timeseries time-series outlier-removal series-smoothing outlier-detection bootstrapping-statistics

Created 2020-08-23

43 commits to master branch, last one 6 months ago

awesome-open-data-centric-ai Renumics

36

682

cc-by-4.0

18

Curated list of open source tooling for data-centric AI on unstructured data.

nlp data-drift awesome-list noisy-labels data-curation deep-learning bias-detection explainable-ai feature-vector synthetic-data active-learning computer-vision data-centric-ai data-versioning machine-learning outlier-detection data-visualization uncertainty-estimation robust-machine-learning

Created 2023-02-27

34 commits to main branch, last one 7 months ago

DGFraud safe-graph

159

673

apache-2.0

15

A Deep Graph-based Toolbox for Fraud Detection

Created 2019-11-22

239 commits to master branch, last one 2 years ago

OODSurvey Jingkang50

38

432

unknown

14

The Official Repository for "Generalized OOD Detection: A Survey"

ood-detection anomaly-detection novelty-detection outlier-detection open-set-recognition out-of-distribution-detection

Created 2021-08-18

36 commits to main branch, last one about a year ago

SUOD yzhao062

48

373

bsd-2-clause

17

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

python data-mining machine-learning anomaly-detection outlier-detection distributed-systems knowledge-distillation machine-learning-library machine-learning-algorithms

Created 2019-11-20

168 commits to master branch, last one 4 months ago

ADRepository-Anomaly-detection-datasets GuansongPang

55

338

gpl-3.0

7

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

dataset anomaly-detection novelty-detection outlier-detection graph-anomaly-detection image-anomaly-detection video-anomaly-detection out-of-distribution-detection time-series-anomaly-detection unsupervised-anomaly-detection semi-supervised-anomaly-detection weakly-supervised-anomaly-detection

Created 2020-10-15

45 commits to main branch, last one 9 months ago

DeepOD xuhongzuo

42

319

bsd-2-clause

9

Deep learning-based outlier/anomaly detection

anomaly-detection outlier-detection deep-anomaly-detection

Created 2022-10-28

328 commits to main branch, last one 3 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

SKAB waico

53

299

gpl-3.0

8

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

skab dataset datasets skoltech benchmark leaderboard anomaly-detection outlier-detection collective-anomalies algorithms-evaluation changepoint-detection

Created 2020-07-19

157 commits to master branch, last one 8 months ago

bcpd ohirose

37

285

mit

8

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

downsampling shape-analysis shape-matching outlier-detection shape-deformation bayesian-inference gaussian-processes coherent-point-drift variational-inference non-rigid-registration point-set-registration point-cloud-registration

Created 2019-03-31

62 commits to master branch, last one about a year ago

pyodds datamllab

39

248

mit

14

An End-to-end Outlier Detection System

database tdengine time-series deep-learning machine-learning anomaly-detection outlier-detection time-series-analysis

Created 2019-10-07

115 commits to master branch, last one 4 years 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 8 months ago

isolation-forest linkedin

47

220

other

17

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

scala spark linkedin isolation-forest machine-learning anomaly-detection outlier-detection unsupervised-learning

Created 2019-07-26

60 commits to master branch, last one 13 days 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

adaptive-alerting ExpediaGroup

49

204

apache-2.0

30

Anomaly detection for streaming time series, featuring automated model selection.

anomaly outlier streaming monitoring time-series anomaly-detection outlier-detection

Created 2018-04-11

1,732 commits to master branch, last one 3 years ago

outlier-interpretation xuhongzuo

29

197

apache-2.0

3

(WWW'21) ATON - an Outlier Interpreation / Outlier explanation method

deep-learning explanability anomaly-detection outlier-detection outlier-aspect-mining outlier-interpretation

Created 2021-02-03

12 commits to main branch, last one about a year ago