dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- status: don't recompute checksums and hashes for each stage with a shared dependency
- `dvc import-url`: can't pull data if using `--no-download`
- checkout: incorrectly states files are modified when they are executable
- DVC post-checkout hook: complains about unsaved files (which have not changed)
- dvc add --to-remote breaks tracked directories
- Clean Expired Messages before Experiments Start
- dvc gc --all-commits --cloud: Inconsistency in behavior when using "config.local" file for "gc" and "push" commands.
- dvc push not updating Push %
- DVC do not cache output of pipeline properly
- Feature Request: `dvc status` should only show "update available" for imported files if the md5 has changed
- Docs
- Python not yet supported