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probabl-ai / skore

Skore let's you "Own Your Data Science." It provides a user-friendly interface to track and visualize your modeling results, and perform evaluation of your machine learning models with scikit-learn.
https://probabl.ai
MIT License
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Support for Plotly #373

Closed tuscland closed 1 week ago

tuscland commented 1 week ago

Plotly is a popular scientific charting library. It has a JSON schema similar to Vega in order to author and share charts. I suggest we support it. @MarieS-WiMLDS, WDYT?

See https://plotly.com/chart-studio-help/json-chart-schema/

MarieS-WiMLDS commented 1 week ago

100% agree, it's more and more used.

sylvaincom commented 1 week ago

Yes plotly is super powerful, I use it a lot (more than Altair) ; even people in academia use it

thomass-dev commented 1 week ago

@rouk1 how do you estimate the complexity of integrating a plotly-json in the frontend ? In the backend, its simple as altair... i've drafted a PR.

rouk1 commented 1 week ago

I suppose that if we store a json that match plotly's schema we will be ok on the frontend.

thomass-dev commented 1 week ago

I let you work directly on #381? Or you prefer to work on a separate PR?

rouk1 commented 1 week ago

Let's do it in 1 PR : )