dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- dvc metrics diff --all: on same branch is empty
- Stages with conditional dependency
- import: hangs when pulling many files from GCS remote and one fails
- metrics diff atol and rtol
- push: hangs after data transfer to s3 compatible remote
- exp run: unnecessary hashing during experiments
- dvc exp run: Unnecessary "Collecting and computing hashes" after chaging cmd in dvc.yaml
- Pipeline is not executed for parameter with name `size` or `nfiles`
- Does not work if the password contains special characters for webdavs use.
- `dvc queue start` checkout more files than required
- Docs
- Python not yet supported