Time Series Anomaly Detection Python Packages

pyod

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

aeon

A toolkit for time series machine learning and deep learning

momentfm

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

timeeval

Evaluation Tool for Time Series Anomaly Detection Methods

dtaianomaly

A simple-to-use Python tool for time series anomaly detection!

timeeval-gutentag

GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.

paddlets

PaddleTS (Paddle Time Series Tool), PaddlePaddle-based Time Series Modeling in Python

pyrssa

Python package for Singular Spectrum Analysis

signature-mahalanobis-knn

Using Nearest Neighbour-Variance Norm with Path Signatures for anomaly detection of streams