sktime

by sktime · Machine Learning

A unified framework for machine learning with time series

New0 ratings9,994 starsActive
Machine LearningAI ApplicationPythonJupyter Notebook
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About this project

Welcome to sktime A unified interface for machine learning with time series :rocket: Version 1.1.0 out now! Check out the release notes here. sktime is a library for time series analysis in Python. It provides a unified interface for multiple time series learning tasks. Currently, this includes forecasting, time series classification, clustering, anomaly/changepoint detection, and other tasks. It comes with time series algorithms and [scikit-learn] compatible tools to build, tune, and validate time series models. Documentation · Tutorials · Release Notes ------ Open Source Tutorials Community CI/CD Code Downloads ) Citation :books: Documentation …

Technologies

aiPythonDockerfileMakefileJupyter NotebookCSSanomaly-detectionchangepoint-detection

Project health

Actively maintained
Last update2 days ago
Contributors442
Latest releasev1.1.0
Open issues & PRs2,441
LicenseBSD-3-Clause
On GitHubsince 2018

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