dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- `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
- flatten `deps` to facilitate more flexible templating
- dvc stage add --force: Only adds new outs to .gitignore, doesn't remove unused outs
- Docs
- Python not yet supported