dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- Exp run: reformats dvc.yaml
- Exp run --dry: command fails with missing files from the dependencies
- dvc.api.read: Fails to parse Windows-path for `repo` argument if script is not on Proj Dir
- Support Access of Dictionary Items in matrix-stages
- dvc checkout: permission errors with hardlinks and shared cache
- dvc exp run --temp: dvc-tracked dependencies are not checked out
- Allow to skip certain stages when dependencies are missing
- Unpacking list templates outside `cmd`
- Add an option to not follow symbolic links when hashing directory, or an option to ignore broken symlinks
- `dvc exp show` reads and combines wrong metrics, params
- Docs
- Python not yet supported