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adapt base models #217

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Merged
merged 1 commit into from
Feb 14, 2025
Merged

adapt base models #217

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1 change: 1 addition & 0 deletions mambular/models/sklearn_base_classifier.py
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Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,7 @@ class SklearnBaseClassifier(BaseEstimator):
def __init__(self, model, config, **kwargs):
self.preprocessor_arg_names = [
"n_bins",
"feature_preprocessing",
"numerical_preprocessing",
"categorical_preprocessing",
"use_decision_tree_bins",
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3 changes: 3 additions & 0 deletions mambular/models/sklearn_base_lss.py
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Expand Up @@ -41,13 +41,15 @@
PoissonDistribution,
Quantile,
StudentTDistribution,
JohnsonSuDistribution
)


class SklearnBaseLSS(BaseEstimator):
def __init__(self, model, config, **kwargs):
self.preprocessor_arg_names = [
"n_bins",
"feature_preprocessing",
"numerical_preprocessing",
"categorical_preprocessing",
"use_decision_tree_bins",
Expand Down Expand Up @@ -373,6 +375,7 @@ def fit(
"inversegamma": InverseGammaDistribution,
"categorical": CategoricalDistribution,
"quantile": Quantile,
"johnsonsu": JohnsonSuDistribution,
}

if distributional_kwargs is None:
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1 change: 1 addition & 0 deletions mambular/models/sklearn_base_regressor.py
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Expand Up @@ -25,6 +25,7 @@ class SklearnBaseRegressor(BaseEstimator):
def __init__(self, model, config, **kwargs):
self.preprocessor_arg_names = [
"n_bins",
"feature_preprocessing",
"numerical_preprocessing",
"categorical_preprocessing",
"use_decision_tree_bins",
Expand Down