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Time Series Anomaly Detection Python Packages

Python packages with the GitHub topic time-series-anomaly-detection. Sorted by relevance, with stars and monthly downloads.
yzhao062
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.

2.7M 10K 1K
aeon-toolkit
aeon

A toolkit for time series machine learning and deep learning

63K 1K 268
moment-timeseries-foundation-model
momentfm

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

6K 761 109
TimeEval
timeeval

Evaluation Tool for Time Series Anomaly Detection Methods

3K 159 19
ML-KULeuven
dtaianomaly

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

1K 55 11
TimeEval
timeeval-gutentag

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

494 97 17
PaddlePaddle
paddlets

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

243 547 124
Fleyderer
pyrssa

Python package for Singular Spectrum Analysis

184 5 3
datasig-ac-uk
signature-mahalanobis-knn

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

141 9 3
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