Popular GitHub Repositories for Anomaly Detection

An open-source, low-code machine learning library in Python

Anomaly detection related books, papers, videos, and toolboxes

A python library for user-friendly forecasting and anomaly detection on time series.

Merlion: A Machine Learning Framework for Time Series Intelligence

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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

A curated list of awesome anomaly detection resources

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code ?.

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

Find big moving stocks before they move using machine learning and anomaly detection

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

TODS: An Automated Time-series Outlier Detection System

A Python Library for Graph Outlier Detection (Anomaly Detection)

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

RNN based Time-series Anomaly detector model implemented in Pytorch.

Anomaly Detection and Correlation library

Unsupervised time series anomaly detection library

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.