Time Series Classification Python Packages

sktime

A unified framework for machine learning with time series

tslearn

The machine learning toolkit for time series analysis in Python

pyts

A Python package for time series classification

aeon

A toolkit for time series machine learning and deep learning

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

pytorchtime

Datasets, Transforms and Models specific to Time Series, powered by PyTorch

momentfm

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

fabba

A Python library for the fast symbolic approximation of time series

tsml

A toolkit for time series machine learning algorithms that don't fit in aeon. Use aeon instead if you can!

deep-rehab-pile

A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning

data-aug-4-tsc

Re-framing Time Series Augmentation Through the Lens of Generative Models

weasel-classifier

WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

convst

The Random Dilation Shapelet Transform algorithm and associated works

sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

schneiderkamplab-tsai

Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch

reservoir-computing

Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!

tsa-course

A collection of scripts and functions used in the course 'Time Series Analysis with Python'

tck

Kernel similarity for classification and clustering of multi-variate time series with missing values.

sktime-dl

Deep learning extension package for sktime, a scikit-learn compatible toolbox for learning with time series data

wtk

A Wasserstein Subsequence Kernel for Time Series.

tisc

Simple model creation for time series classification in Pytorch

timexseries-clustering

Library for Time-Series Clustering-as-a-Service.

sktime-backup

A unified framework for machine learning with time series

sktime-legacy

scikit-learn compatible toolbox for learning with time series/panel data