← back

category

ML pipelines

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

Side by side

ML pipelines
ToolStarsLicenceTermsSelf-hostedLanguageLatestLast push
Kedro11kOtherOpen sourceYesPython1.7.02026-10-06
Metaflow10kApache-2.0Open sourceYesPython2.19.392026-10-06
ZenML5.6kApache-2.0Open sourceYesPython0.97.02026-10-06
Kubeflow Pipelines4.2kApache-2.0Open sourceYesGo2.17.22026-10-06
MLRun1.7kApache-2.0Open sourceYesPythonv1.12.02026-10-06

5 tools

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.

Language
Python
Licence
Other
Stars
11k
Latest
1.7.0
Last push
2026-10-06
ZenML

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

Language
Python
Licence
Apache-2.0
Stars
5.6k
Latest
0.97.0
Last 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.

Language
Python
Licence
Apache-2.0
Stars
1.7k
Latest
v1.12.0
Last push
2026-10-06

What these tools replace