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Xvc: A CLI tool to manage data and ML pipelines in Rust (GPL3)

github.com

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Re: Xvc: A CLI tool to manage data and ML pipelines in Rust (GPL3)

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Xvc is an alternative to Git-LFS, git-annex (in data management) and DVC (in data and pipelines management.)

- Track binary/unstructured data and artifacts along with the code

- Run pipelines composed of steps depending on files, globs, URLs, SQLite queries, regexes, hyperparameter files etc. (in parallel)

- Store binary data files with local, rsync and S3 compatible storages, separately from Git repository

- Automates git commands to commit tracked metadata files but can also work without git