dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- hydra composition: Workflow discrepancies
- `dvc queue run <hash>` to run a specific experiment
- `dvc import` compatible with GitHub App Token
- configurable default params.yaml (or templating entire pipelines)
- plots: more helpful error message on corrupted/invalid `dvc.yaml`
- .dvc file specific cache location
- add: Repeated `dvc add` clears executable flag from files (`cache.type = copy`)
- Environment variables in config
- Force push option
- Extend status -c command to also check for corrupted files on the remote
- Docs
- Python not yet supported