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

A curated list of awesome anomaly detection resources

Algorithms for outlier, adversarial and drift detection

Kibana Alert & Report App for Elasticsearch

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

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 detection

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

Tidy anomaly detection

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

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

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

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

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

Examples of not obvious behaviors for javascript beginner programmers

Time-Series Anomaly Detection Comprehensive Benchmark

Quick and Easy Time Series Outlier Detection

Datasets for Predictive Maintenance

MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection

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