dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- repro: Rebuilds same tree unnecessarily
- Malformed files when importing directory
- exp run: showing unhelpful error message for invalid pipeline
- Allow customization of the temporary directory for `dvc exp --queue`
- Tracking of explicitly ignored files in directory dependencies
- testing/plugins: migrate cloud fixtures to use fsspec filesystems
- DVCFileSystem.find very slow with many files
- `dvc stage add`: dependencies to stages without outs
- Repeat an experiment
- Auto push experiments at end of each stage
- Docs
- Python not yet supported