dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- Alterative hashings for data
- microsoft sharepoint support for dvc remotes
- fs: explicitly declaring the possibility of falling back to anonymous login
- pipelines: parametrize using environment variables / DVC properties
- directory download and uploads are slow
- Support hashings other than MD5
- dvc diff or some dataset management tooling
- Support callback dependencies
- Support function specific dependencies
- repro: add scheduler for parallelising execution jobs
- Docs
- Python not yet supported