dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- 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>
- diff: with `--targets` and `--hide-missing` produces `KeyError: 'not in cache'`
- Re-run previous experiments at current HEAD
- remote modify: allow modifying options for "non-existent" remotes
- Empty subdirectories left in place while checking out previous version of the datasets
- root: should dvc root return relpath?
- parametrization: fails for non-string interpolations
- Optimize import-url on directories, do not download existing files again
- Docs
- Python not yet supported