dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- `dvc stage add`: dependencies to stages without outs
- Repeat an experiment
- Auto push experiments at end of each stage
- update: only download incremental changes
- Add/commit: Using on directories also updates unchanged files in the working directory
- pull: pulling single file is really slow when there's hundreds other .dvc files
- dvc exp run --queue needs absolute path
- gc: Completely silent while removing files from remote.
- Minimal modifications to params.yaml when running --set-param
- status: hangs when ssh host is down
- Docs
- Python not yet supported