outlier-detection topic
OD-test
OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)
SKAB
SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
chaos_genius
ML powered analytics engine for outlier detection and root cause analysis.
bcpd
Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
DGFraud
A Deep Graph-based Toolbox for Fraud Detection
SUOD
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)