outlier-detection topic
OODSurvey
The Official Repository for "Generalized OOD Detection: A Survey"
adaptive-alerting
Anomaly detection for streaming time series, featuring automated model selection.
tods
TODS: An Automated Time-series Outlier Detection System
pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
isolation-forest
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
handyspark
HandySpark - bringing pandas-like capabilities to Spark dataframes
isotree
(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
ADRepository-Anomaly-detection-datasets
ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
outlier-interpretation
(WWW'21) ATON - an Outlier Interpreation / Outlier explanation method
GAAL-based-outlier-detection
GAAL-based Outlier Detection