zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- Separate dependencies according to PEP 621/735
- Improve list and collection materializers performance
- Performance Degradation When Materializing LangChain's Document Objects
- Pending Changes for Active Stack
- POC: Cache step while running
- Allow returning existing artifacts from steps
- Runtime environment variables specification
- Pyproject.toml support for DockerSettings
- Make the e2e example work with the Vertex AI model registry/deployer
- VertexAI `Model-Registry` & `Model-Deployer`
- Docs
- Python not yet supported