CI/CD and automation
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.