Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Anomaly Detection Resources	7,616		5 months ago			10	agpl-3.0	Python
Anomaly detection related books, papers, videos, and toolboxes
Sktime	7,368	57	15 days ago	57	November 06, 2023	912	bsd-3-clause	Python
A unified framework for machine learning with time series
Aeon	723	3	3 months ago	8	October 05, 2023	167	bsd-3-clause	Python
A toolkit for conducting machine learning tasks with time series data
Awesome Ai For Time Series Papers	627		7 months ago				mit
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
Pypots	558		3 months ago	20	November 30, 2023	14	bsd-3-clause	Python
A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811
Matrixprofile	297	3	a year ago	14	January 16, 2021	25	apache-2.0	Python
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
Awesome Time Series Analysis	99		3 years ago
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
Mass Ts	78		a year ago			10	apache-2.0	Python
MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.
Tsrepr	67		4 years ago				gpl-3.0	R
TSrepr: R package for time series representations
Gendis	59		3 years ago	11	February 09, 2020	6	other	Jupyter Notebook
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

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Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

most recent commit 5 months ago

Sktime ⭐ 7,368

A unified framework for machine learning with time series

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Aeon ⭐ 723

A toolkit for conducting machine learning tasks with time series data

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total releases 20most recent commit 3 months ago

Matrixprofile ⭐ 297

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

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Mass Ts ⭐ 78

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Gendis ⭐ 59

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