mlflow
https://github.com/mlflow/mlflow
Python
Open source platform for the machine learning lifecycle
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- Issues
- [BUG] UI crashes or is extremely slow from too many columns
- [BUG] Conversion of non-dataframe type to dataframe in a pyfunc.PythonModel predict calls
- [BUG] performing a custom split persists and additional feature labeled `split`
- [FR] Auto-refresh metrics
- [wip] display traces at the end of the cell
- Set run experiment ID in trace if it exists
- `MLFLOW_MULTIPART_DOWNLOAD_MINIMUM_FILE_SIZE` to specify threshold for MPD
- Allow traces to be logged as part of evaluation
- Update search API to return dataframe and support field extraction
- add tracing to evaluate
- Docs
- Python not yet supported