hippke/wotan

Unified Python/CLI time-series decomposition library with native acceleration, multivariate workflows, and machine-readable outputs.

Trend Detection in Python. Applicable for real-world industry use cases in time series.

Automatic extraction of relevant features from time series:

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

A toolkit for time series machine learning and deep learning

python package for DFA (Detrended Fluctuation Analysis) and related algorithms

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

Convolution dictionary learning for time-series

Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python