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Installation

  1. To install DVC, use the following command:

    pip install dvc
  2. Initialize a new DVC project in the current directory:

    dvc init
  3. Add a data file to DVC. This command creates a corresponding DVC file that tracks the data and manages its versioning:

    dvc add <file> # Replace `<file>` with the path to your data file.
  4. Check the status of tracked files:

    dvc status
  5. To restore files to their state at a specific commit or branch, you can use the dvc checkout command. This is particularly useful when you want to revert changes made to your data, code, or models back to a previous state.

    git checkout <branch or git log id> # to view specific commit or branch
    
    dvc checkout # it will show the content in the specific commit or branch

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