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This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.

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Nums AI's Causilo tops TabArena Elo among single tabular foundation models, with Apache-2.0 code and research-only pretrained weights.