All pull requests

Pull requests

• Fix JamesSteinEncoder independent model with constant targets

  #559·Oscar-man-shrestha opened Nov 1, 2026·

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• fix: refresh column-selection mode when setting cols

  #557·linjiaye929 opened Oct 31, 2026·

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• Fix hierarchical target priors for missing and ordered categories

  #556·AryanRG opened Oct 31, 2026·

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• Avoid Pandas4Warning in OrdinalEncoder and GrayEncoder on pandas 3.1

  #554·gopain185 opened Oct 28, 2026·

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• Fix RankHot inverse transform dropping reordered columns

  #550·AryanRG opened Oct 19, 2026·

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• Preserve input column labels in get_feature_names_in

  #549·BSAIPF opened Oct 19, 2026·

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• Keep JamesStein binary-model mu local instead of module-global

  #547·syahra712 opened Oct 17, 2026·

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• Preserve input indexes in PolynomialWrapper target transformation

  #545·Ra1nhy opened Oct 17, 2026·

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• Keep smoothed target evidence finite for pure categories

  #544·antonsoo opened Oct 15, 2026·

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• Honor NestedCVWrapper split parameters during fitting

  #543·antonsoo opened Oct 15, 2026·

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• ENH Implement K-Fold out-of-fold encoding to prevent target leakage (…

  #542·avinashtrivedix opened Oct 15, 2026·

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• Fix HashingEncoder for available OpenSSL algorithms

  #541·ktz03 opened Oct 14, 2026·

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• Fix generated feature-name collisions in categorical encoders

  #539·j45856021-dev opened Oct 12, 2026Contributor·

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• Preserve prefixed columns in base-N inverse transforms

  #538·ktz03 opened Oct 12, 2026·

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• Fix leakage in encoding example evaluation

  #537·rishitha-gogineni opened Oct 12, 2026·

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• Preserve category identity in CatBoost running statistics

  #534·AHMETHAKANBEZIR1 opened Oct 4, 2026·

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• Validate exact zero-one labels for binary target encoders

  #533·AHMETHAKANBEZIR1 opened Oct 2, 2026·

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• Fix independent James-Stein encoding of constant targets

  #531·AHMETHAKANBEZIR1 opened Oct 2, 2026·

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