feat(project): Add first-class support for polars dataframes

probabl-ai / skore

Skore lets 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.github.io/skore/

MIT License

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feat(project): Add first-class support for polars dataframes #792

Open augustebaum opened 4 days ago

augustebaum commented 4 days ago

Copy-pasted all the pre-existing code concerning pandas into its polars equivalent
Adapted as needed
- For instance, polars dataframes don't have an Index, so I deleted all mentions of it in the polars version
Added the Polars Items to the UI routes
- Used to_pandas which requires pyarrow

Closes #758

tuscland commented 8 hours ago

Hi @augustebaum,

Have you considered using narwhals? See @koaning suggestion:

Are polars dataframes not supported yet? If so, this might be an opportunity to add narwhals to the mix. That way we just support a whole bunch of dataframes out of the box.