zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- Integrate Kubernetes Connector Support with Kaniko Image Builder
- Enhance Vertex AI Orchestrator for Compatibility with Private IP Cloud SQL
- Create Documentation on Unit Testing ZenML Steps
- Pandas materializer is slow when using large datasets with remote artifact stores
- Restrict AWS Sagemaker Instance Type Selection to Orchestrator Configuration
- [BUG]: Config.yaml step config only used in first step when calling step multiple times
- [BUG]: kubernetes orchestrator fails trying to create clusterrolebinding instead of rolebinding
- [BUG]: kaniko pod `serviceAccountName` specified in wrong scope
- [BUG]: Trying to run `zenml go` in a docker container results in errors
- [DISCUSSION] Broader SageMaker Training API support in Step Operator
- Docs
- Python not yet supported