Added Support for polars #26435
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Added Support for polars #26435
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Added Support for polars as an example in the fit function
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Polars comes with a to_pandas that simply converts your polars to pandas and you can simply call it before calling fit/_fit. |
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I would prefer a solution that is neither polars specific (and ideally even would not require pandas anymore either) by sticking to the common dataframe spec API. This way we will be able to support any dataframe library that supports the dataframe interchange protocol, not just pandas and polars. |
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Added Support for polars as an example in the fit function
Reference Issues/PRs
Fix #25896
What does this implement/fix? Explain your changes.
I've added an example to how sklearn pipeline can be extended to polars by converting it to polars before calling _fit. This can be extended to other functions like transform etc.