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# dvclive | ||
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[dvclive](https://cml.dev) is an open-source python library for monitoring | ||
metrics in machine learning projects. Use it to log metrics during training. | ||
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dvclive is integrated seamlesly with dvc and logs produced by it can be fed to | ||
`dvc plots` command. Even though, one does not need dvc to visualize dvclive | ||
logs, as they are saved into easily readable tsv format. | ||
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We have created dvclive with two principles in mind: | ||
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- **no dependencies** While you can install optional integrations for various | ||
frameworks, basic dvclive installation does not need anything besides standard | ||
python libs. | ||
- **integration with DVC** DVC is able to recognize when its being used in | ||
tandem with dvclive and is able to provide useful features - like producing | ||
training summary during training. When used in DVC project user does not have | ||
to call `dvclive.init` method. |
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