Xvc: A CLI tool to manage data and ML pipelines in Rust (GPL3)
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Re: Xvc: A CLI tool to manage data and ML pipelines in Rust (GPL3)
#2Xvc 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