CI/CD and automation#

You can run your ML Pipelines using CI frameworks like Github Actions, GitLab CI/CD, etc. MLRun supports a simple and native integration with the CI systems.

  • Build/run complex workflows composed of local/library functions or external cloud services (e.g. AutoML)

  • Support various Pipeline/CI engines (Kubeflow, GitHub, Gitlab, Jenkins)

  • Track & version code, data, params, results with minimal effort

  • Elastic scaling of each step

  • Extensive function marketplace

See full details and examples in CI/CD, rolling upgrades, git.