DynamicsAndNeuralSystems/catch22

An intuitive library to extract features from time series.

Automatic extraction of relevant features from time series:

Highly comparative time-series analysis

A Python package for time series classification

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

A toolkit for time series machine learning and deep learning

The machine learning toolkit for time series analysis in Python

STUMPY is a powerful and scalable Python library for modern time series analysis

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.