zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- Manage local Deployments differently than remote ones and don't allow users to overwrite each-others local Deployments.
- Real-time invocation vs Batch pipeline run: Rethink how deployment run DAGs are visualized to address the fact that there might be no logs and no artifacts
- Add pipeline deployment to the VS Code tutorial
- Fix all the mis-formatting (line breaks) in the docs
- Re-organize environment variables
- MLflow authentication fails on AzureML with custom tracking server
- Add documentation for how to deploy ZenML OSS on AWS, GCP, and Azure public clouds
- Kubernetes Orchestrator fails to update the run status if the server goes down during the execution.
- Implement stack versioning
- Implement Step Rerun Functionality Using Template-Based Approach
- Docs
- Python not yet supported