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To install DVC, use the following command:
pip install dvc
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Initialize a new DVC project in the current directory:
dvc init
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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.
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Check the status of tracked files:
dvc status
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To restore files to their state at a specific commit or branch, you can use the
dvc checkoutcommand. 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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