dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- Force push option
- Extend status -c command to also check for corrupted files on the remote
- flatten `deps` to facilitate more flexible templating
- dvc stage add --force: Only adds new outs to .gitignore, doesn't remove unused outs
- Keep persistent outputs protected by default?
- dvc experiments checkout: option to select the best experiment regarding one metric
- get: `get -o` behavior should be consistent with `import -o`
- dvc gc remove <datafile-or-dir>
- Re-run previous experiments at current HEAD
- remote modify: allow modifying options for "non-existent" remotes
- Docs
- Python not yet supported