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catégorie

ML pipelines

Define, run and track machine learning pipelines from data preparation to deployment.

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ML pipelines
OutilÉtoilesLicenceConditionsAuto-hébergeableLangageDernière releaseDernier push
Kedro11kOtherOpen sourceOuiPython1.7.02026-10-06
Metaflow10kApache-2.0Open sourceOuiPython2.19.392026-10-06
ZenML5.6kApache-2.0Open sourceOuiPython0.97.02026-10-06
Kubeflow Pipelines4.2kApache-2.0Open sourceOuiGo2.17.22026-10-06
MLRun1.7kApache-2.0Open sourceOuiPythonv1.12.02026-10-06

5 outils

Kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Langage
Python
Licence
Other
Étoiles
11k
Dernière release
1.7.0
Dernier push
2026-10-06
ZenML

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Langage
Python
Licence
Apache-2.0
Étoiles
5.6k
Dernière release
0.97.0
Dernier push
2026-10-06
MLRun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Langage
Python
Licence
Apache-2.0
Étoiles
1.7k
Dernière release
v1.12.0
Dernier push
2026-10-06

Ce que ces outils remplacent