Xvc

質問と回答

• Data labeling
  You can add labels and notes to data files for better organization.
• Free software
  Xvc is free and open for everyone, and it does not track users.
• Planned features
  Upcoming features include support for cloud storage, sharing data, running experiments, and more.
• Handles large data
  It can track huge amounts of data with millions of files.
• Works on top of Git
  Xvc works with Git but can also be used without Git.
• Create data pipelines
  You can make pipelines that include steps depending on files, folders, or other data.
• Dependency management
  It tracks dependencies like files, directories, regex patterns, and hyperparameters.
• Experiment management
  You will be able to run, compare, and share experiments easily.
• User interface options
  There will be tools to manage data and experiments using web, mobile, or desktop apps (planned).
• Remote and container use
  It allows managing data and pipelines on remote servers or inside containers.
• Multiple language support
  You can use command functions from Python, Julia, and R scripts.
• Versioning and deployment
  You can keep different versions of data and models and deploy them.