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DictVectorizer — scikit-learn 1.5.0 documentation
X must have been produced by this DictVectorizer’s...Constructor for feature mappings. Must conform to the collections.Mapping...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
RANSACRegressor — scikit-learn 1.5.0 documentation
inlier_mask_ bool array of shape [n_samples] Boolean mask of inliers...LinearRegression is used, the user must provide a value. residual_threshold...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html -
HuberRegressor — scikit-learn 1.5.0 documentation
Epsilon must be in the range [1, inf) . max_iter...is equal to alpha * ||w||^2 . Must be in the range [0, inf) . warm_start...scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html -
SequentialFeatureSelector — scikit-learn 1.5.0 ...
dtype=bool The mask of selected features. See also...input_features = None ) [source] # Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
HistGradientBoostingClassifier — scikit-learn 1...
Must be strictly greater than 1....reserved for missing values. Must be no larger than 255. categorical_features...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
Glossary of Common Terms and API Elements — sci...
and must do so if it is transductive . A clusterer must implement:...attributes after fitting, and that we must be careful to make meta-estimators...scikit-learn.org/stable/glossary.html -
Pipeline — scikit-learn 1.5.0 documentation
the pipeline must be ‘transforms’, that is, they must implement...all steps must define fit . All non-last steps must also define...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
grid_to_graph — scikit-learn 1.5.0 documentation
mask = mask ) >>> print ( graph ) (0,...grid_to_graph ( n_x , n_y , n_z=1 , * , mask=None , return_as=<class 'sc...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.grid_to_graph.html -
ColumnTransformer — scikit-learn 1.5.0 document...
‘passthrough’} or estimator Estimator must support fit and transform ....remainder estimator. The estimator must support fit and transform ....scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
GradientBoostingRegressor — scikit-learn 1.5.0 ...
values must be in the range [2, inf) . If float, values must be in...values must be in the range [1, inf) . If float, values must be in...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html