mlflow
https://github.com/mlflow/mlflow
Python
Open source platform for the machine learning lifecycle
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- Issues
- Fix default max results for experiment search
- [FR] Make user enumeration a role-grantable capability
- [FR] infer linked prompts from OTEL traces alone
- Add run switcher with multi-run metric overlay to the run page
- Single-step "Add record" for v2 evaluation datasets
- Raise minimum dependency floors to address known CVEs
- [BUG] `RetrievalGroundedness` scorer silently scores "no" when RETRIEVER documents use a field name other than page_content
- Unguarded OTLP metric exporter imports cause silent span loss when OTEL_EXPORTER_OTLP_* env vars are set
- [BUG] Distributed tracing not working in AWS Sagemaker AI MLflow (3.10.1)
- [BUG] UI model registration stores raw S3 URI instead of runs:/ URI, breaking run linkage and Artifacts tab badge in 3.9.0
- Docs
- Python not yet supported