Welcome to sktime

A unified framework for machine learning with time series

sktime provides time series algorithms and scikit-learn compatible tools to build, tune and validate time series models. sktime provides a unified interface for multiple time series learning tasks, including time series classification, regression, clustering, annotation and forecasting.

From here, you can navigate to:

Get Started

Get started using sktime quickly.


Find user documentation.

API Reference

Understand sktime’s API.

Get Involved

Find out how you can contribute.


Information for developers.


Learn more about sktime.