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live: initial docs draft
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pared committed Feb 22, 2021
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# dvclive

[dvclive](https://cml.dev) is an open-source python library for monitoring
metrics in machine learning projects. Use it to log metrics during training.

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.

We have created dvclive with two principles in mind:

- **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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