dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- dvc pull: fails with `PermissionError: [WinError 32]`
- pull: clones repositories for imported files
- dvc.api.params_show: LockError: Unable to acquire lock - when running multiple processes with `torchrun`
- checkout and fetch: .dvc stages are not resolved correctly when using --with-deps
- `dvc exp` commands always request my passphrase.
- fetch: fails when using url.insteadOf in git config
- dvc status: shows that params have changed when they haven't
- `dvc exp list` (and other commands): always show full unique experiment hash
- Granular pipeline dependency status
- exp push: HangupException when attempting to push an experiment to a codecommit repo
- Docs
- Python not yet supported