anomaly-detection

anomalib

+51

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

sigwood

+11

Local-first threat hunting for the logs you already have: Zeek, Pi-hole, syslog or the systemd journal, CloudTrail. Every run names the technique behind each detector. No agent, no daemon, no black box - between grep and a SIEM.

yzhao062/pyod

+11

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

awesome-industrial-anomaly-detection

+13

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)。

logpai/loghub

+10

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

awesome-time-series-papers

+8

An Awesome List of the latest time series papers and code from top AI venues.

sktime/sktime

+8

A unified framework for machine learning with time series

unit8co/darts

+6

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

Nixtla/nixtla

+5

TimeGPT-2.1: 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 🚀.