Search Results - RepositoryStats

1.4k

8.7k

bsd-2-clause

146

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

1,872 commits to master branch, last one a day ago

awesome-anomaly-detection hoya012

517

2.8k

unknown

131

A curated list of awesome anomaly detection resources

anomaly awesome deep-learning machinelearning anomalydetection machine-learning anomaly-detection awesomeanomalydetection awesome-anomaly-detection

Created 2018-08-29

168 commits to master branch, last one 3 years ago

alibi-detect SeldonIO

225

2.3k

other

41

Algorithms for outlier, adversarial and drift detection

text images anomaly outlier detection data-drift adversarial time-series tabular-data concept-drift drift-detection unsupervised-learning semi-supervised-learning

Created 2019-10-07

739 commits to master branch, last one 10 days ago

sentinl sentinl

297

1.3k

apache-2.0

103

Kibana Alert & Report App for Elasticsearch

Created 2016-05-07

1,530 commits to master branch, last one 8 months ago

datastream.io MentatInnovations

167

901

apache-2.0

62

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Created 2017-08-30

76 commits to master branch, last one 6 years ago

Awesome-Out-Of-Distribution-Detection huytransformer

69

838

cc0-1.0

36

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

anomaly awesome open-set open-world robustness awesome-lists ood-detection ood-robustness anomaly-detection novelty-detection outlier-detection ood-generalization distribution-shifts open-world-learning out-of-distribution open-set-recognition out-of-distribution-detection out-of-distribution-robustness out-of-distribution-generalization

Created 2023-08-07

77 commits to main branch, last one about a month ago

skyline earthgecko

64

565

other

28

Anomaly detection

python anomaly graphite influxdb telegraf detection prometheus timeseries victoriametrics anomaly-detection timeseries-analysis

Created 2014-06-04

2,142 commits to master branch, last one about a year ago

outlier-exposure hendrycks

108

548

apache-2.0

19

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

anomaly pytorch ml-safety calibration deep-learning anomaly-detection out-of-distribution-detection

Created 2018-05-22

42 commits to master branch, last one 3 years ago

anomalize business-science

61

339

unknown

24

Tidy anomaly detection

iqr anomaly r-package time-series decomposition detect-anomalies anomaly-detection

Created 2018-03-19

125 commits to master branch, last one 11 months ago

pysad selimfirat

22

245

bsd-3-clause

7

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

cflow-ad gudovskiy

61

244

bsd-3-clause

6

Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

mvtec anomaly mvtec-ad detection unsupervised normalizing-flows

Created 2021-07-27

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

CueObserve cuebook

23

225

apache-2.0

15

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

sql anomaly bigquery redshift snowflake datawarehouse prophet-facebook anomaly-detection root-cause-analysis timeseries-analysis timeseries-forecasting

Created 2021-06-22

617 commits to latest_release branch, last one 2 years ago

adaptive-alerting ExpediaGroup

49

205

apache-2.0

29

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 4 years ago

Anomaly_Detection_Tuto JulienAu

29

189

unknown

9

Anomaly detection tutorial on univariate time series with an auto-encoder

anomaly tutorial detection time-series auto-encoder deeplearning anomalydetection

Created 2019-10-15

13 commits to master branch, last one 3 years ago

ts-anomaly-benchmark zamanzadeh

26

143

mit

5

Time-Series Anomaly Detection Comprehensive Benchmark

anomaly dataset time-series timeseries-data machine-learning anomaly-detection timeseries-analysis univariate-timeseries multivariate-timeseries

Created 2022-06-19

70 commits to main branch, last one about a month ago

pyoats georgian-io

8

106

apache-2.0

8

Quick and Easy Time Series Outlier Detection

anomaly timeseries time-series data-science deep-learning machine-learning anomaly-detection

Created 2022-05-13

208 commits to main branch, last one 7 months ago

predictive-maintenance kokikwbt

31

106

mit

3

Datasets for Predictive Maintenance

Created 2021-11-01

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

MTAD OpsPAI

17

104

unknown

5

MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection

anomaly toolkit benchmark timeseries anomaly-detection multivariate-timeseries

Created 2022-06-15

6 commits to main branch, last one 5 months ago

object_centric_VAD fjchange

30

98

mit

8

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"

vad anomaly cvpr2019

Created 2019-08-05

70 commits to master branch, last one 2 years ago

xray NeelBhowmik

18

94

mit

9

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

ct cnn gan tip x-ray papers anomaly datasets segmentation x-ray-images deep-learning classification computer-vision machine-learning object-detection anomaly-detection computed-tomography artificial-intelligence threat-image-projection

Created 2021-09-21

85 commits to main branch, last one 4 days ago

FSSD_OoD_Detection megvii-research

12

80

mit

7

[SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.

anomaly ai-safety ood-detection anomaly-detection out-of-distribution-detection

Created 2020-08-05

15 commits to master branch, last one 3 years ago

logdata-anomaly-miner ait-aecid

24

80

gpl-3.0

5

This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable ...

ids hids linux python anomaly logdata logging security detection log-analysis cybersecurity anomaly-detection intrusion-detection

Created 2020-03-30

2,807 commits to development branch, last one about a month ago

IUF jqtangust

0

32

unknown

4

[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection

anomaly small-defect defect-detection anomaly-detection industrial-vision continual-learning incremental-learning industrial-detection

Created 2023-12-13

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