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Per-variable custom complexities #649

Merged
merged 18 commits into from
Jun 16, 2024
Merged

Per-variable custom complexities #649

merged 18 commits into from
Jun 16, 2024

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MilesCranmer
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@MilesCranmer MilesCranmer commented Jun 16, 2024

This allows you to specify different complexities for each variable:

model.fit(X, y, complexity_of_variables=[1, 3])

will run a search with feature 1 having complexity 1 and feature 2 with complexity 3. This also updates the backend with various improvements.

@MilesCranmer MilesCranmer changed the title Per-variable complexities Per-variable custom complexities Jun 16, 2024
@MilesCranmer MilesCranmer merged commit c2ab38b into master Jun 16, 2024
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@MilesCranmer MilesCranmer deleted the var-complexity branch June 16, 2024 16:34
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