{"library":"dvc","type":"library","category":null,"description":"DVC (Data Version Control) extends Git to handle large files and machine learning pipelines, providing version control for datasets and models, and enabling reproducible ML workflows. It stores data and model files in a cache outside of Git, supporting various remote storage platforms (S3, Azure, Google Cloud, SSH, etc.). The current version is 3.67.1, with frequent releases.","language":"python","status":"active","version":"3.67.1","tags":["data versioning","MLOps","data management","reproducibility","machine learning","git"],"last_verified":"Thu May 21","install":[{"cmd":"pip install dvc","imports":["import dvc.api"]},{"cmd":"pip install \"dvc[s3]\"","imports":[]}],"homepage":"https://dvc.org","github":"https://github.com/treeverse/dvc","docs":"https://dvc.org/doc","changelog":null,"pypi":"https://pypi.org/project/dvc/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":90,"avg_install_s":22.1,"avg_import_s":1.33,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/dvc/compatibility"}}