dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- dvc commit is slow when there are many stages
- batch dump and batch update of old stages
- `dvc data status` should have `target` argument
- Support for parameterized sequential pipelines
- dvc pull hangs indefinitely
- allow specifying HTTP Basic auth parameters in config file (or netrc) for dvc import
- exp: show failed runs with `--temp`
- Output of `dvc dag` is unreadable if used with foreach/matrix stages
- `dvc.api.get_url()`: ignores request to avoid source control and crashes
- status: don't recompute checksums and hashes for each stage with a shared dependency
- Docs
- Python not yet supported