dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- Add ability to group stages
- Support async in DVCFileSystem for use with Zarr
- Better support for transferring a large number of files already in the cloud into DVC
- remote: show default when run "dvc remote list"
- Support Wildcards (*) for deps in DVC
- `dvc exp show -A` does not show all experiments
- Show default in `dvc remote list`
- live.log_sklearn_plot Confusion Matrix throws 'Maximum call stack sized exceeded' when called with 1.4M values
- Replace tqdm progress bars with rich
- `dvc pull` takes ~20 minutes with no console output for 15 minutes unless run with `-v -v`
- Docs
- Python not yet supported