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Streamlit components for DVC.

Project description

# dvc-streamlit-components

Streamlit components for DVC

Try online demo https://share.streamlit.io/daavoo/dvc-streamlit-components/main/example/example_app.py

Or run locally:

` git clone git@github.com:iterative/dvc-streamlit-components.git cd dvc-streamlit-components pip install -r requirements.txt streamlit run example/example_app.py `

## - dvc_streamlit.dvc_repo

Gets a dvc.api.Repo instance from URL

## - dvc_streamlit.rev_selector

Multi select revisions from a dvc.api.Repo.

![init](img/init.gif)

## - dvc_streamlit.dvc_metrics

Show/Compare [DVC metrics](https://dvc.org/doc/command-reference/metrics) from different revisions.

![metrics](img/metrics.gif)

## - dvc_streamlit.dvc_params

Show/Compare [DVC params](https://dvc.org/doc/command-reference/params) from different revisions.

![params](img/params.gif)

## - dvc_streamlit.plots

Show/Compare [DVC plots](https://dvc.org/doc/command-reference/plots) from different revisions.

![plots](img/plots.gif)

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