mlflow
https://github.com/mlflow/mlflow
Python
Open source platform for the machine learning lifecycle
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- Issues
- [FR] Add a "description" column in the main panel
- [FR] Remove "Automatically grants MANAGE permission to the creator." for Registered Models.
- [FR] Allow docker args to be passed into `mlflow models build-docker` and `mlflow sagemaker build-and-push-container`
- [FR] Support arbitrary types for (hyper)parameters
- [FR]The problem of derived features in reasoning process
- Log table images
- [BUG] Recipes: last experiment runs exceed range of values of hyperparameter tuning
- [BUG] mlflow version >=2.8.0 not compatible with certain versions of gunicorn
- [BUG] Too many 429 error responses from Azure mlflow API with XGBoost autolog and n_estimators > ~700
- mlflow LangChain streaming
- Docs
- Python not yet supported