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readme: consolidate intro
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David de la Iglesia Castro
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**Data Version Control** or **DVC** helps you develop reproducible machine
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learning projects:
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#. Version your data and models.
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#. **Version** your data and models. Store them in your cloud storage but keep
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their version info in your Git repo.
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#. Connect them to your code and parameters to form a pipeline.
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#. **Iterate** fast with lightweight pipelines. When you make changes, only run
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the steps impacted by those changes.
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#. Modify data, code, or parameters and run your modified pipeline.
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#. **Track** experiments in your local Git repo (no servers needed).
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#. Iterate and track each experiment from the command line or `VS Code
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#. **Compare** any data, code, parameters, metrics, or plots from the command
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line or in `VS Code
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<https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_.
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#. Share, compare, and reconstruct experiments.
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**Why DVC?**
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#. **Store** data and models (big) in your cloud storage, but keep their version
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info (small) in your Git repo.
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#. **Iterate** fast with straightforward YAML pipelines. When you make changes,
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only run the steps impacted by those changes.
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#. **Track** experiments in your local Git repo (no servers needed) and `VS Code
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<https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_.
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Choose which to keep and share.
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#. **Compare** any data, code, parameters, metrics, or plots and analyze however
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you want.
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#. **Reconstruct** anyone's experiment with a single command.
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#. **Share** experiments and automatically reproduce anyone's experiment.
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.. contents:: **Contents**
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:backlinks: none
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