Uses of Class
sklearn.Step

Packages that use Step

Package	Description
category_encoders
h2o.estimators
imblearn
lightgbm.sklearn
mlxtend.preprocessing
sklearn
sklearn_pandas
sklearn.cluster
sklearn.compose
sklearn.decomposition
sklearn.discriminant_analysis
sklearn.dummy
sklearn.ensemble
sklearn.ensemble.bagging
sklearn.ensemble.forest
sklearn.ensemble.gradient_boosting
sklearn.ensemble.hist_gradient_boosting
sklearn.ensemble.iforest
sklearn.ensemble.stacking
sklearn.ensemble.weight_boosting
sklearn.ensemble.voting
sklearn.feature_extraction
sklearn.feature_extraction.text
sklearn.feature_selection
sklearn.impute
sklearn.isotonic
sklearn.linear_model
sklearn.linear_model.glm
sklearn.linear_model.logistic
sklearn.linear_model.ridge
sklearn.linear_model.stochastic_gradient
sklearn.multiclass
sklearn.naive_bayes
sklearn.neighbors
sklearn.neural_network
sklearn.pipeline
sklearn.preprocessing
sklearn.svm
sklearn.tree
sklearn2pmml
sklearn2pmml.decoration
sklearn2pmml.ensemble
sklearn2pmml.feature_selection
sklearn2pmml.pipeline
sklearn2pmml.preprocessing
sklearn2pmml.preprocessing.h2o
sklearn2pmml.preprocessing.scipy
sklearn2pmml.ruleset
sklego.meta
sklego.preprocessing
tpot.builtins
xgboost.sklearn

Uses of Step in category_encoders

Subclasses of Step in category_encoders

Modifier and Type	Class and Description
class	BaseNEncoder
class	BinaryEncoder
class	CatBoostEncoder
class	CategoryEncoder
class	CountEncoder
class	LeaveOneOutEncoder
class	MapEncoder
class	MeanEncoder
class	OrdinalMapEncoder
class	TargetEncoder
class	WOEEncoder

Uses of Step in h2o.estimators

Subclasses of Step in h2o.estimators

Modifier and Type	Class and Description
class	BaseEstimator

Uses of Step in imblearn

Subclasses of Step in imblearn

Modifier and Type	Class and Description
class	Sampler

Uses of Step in lightgbm.sklearn

Subclasses of Step in lightgbm.sklearn

Modifier and Type	Class and Description
class	LGBMClassifier
class	LGBMRegressor

Uses of Step in mlxtend.preprocessing

Subclasses of Step in mlxtend.preprocessing

Modifier and Type	Class and Description
class	DenseTransformer

Uses of Step in sklearn

Subclasses of Step in sklearn

Modifier and Type	Class and Description
class	Classifier
class	Clusterer
class	Composite
class	Drop
class	Estimator
class	Initializer
class	LabelEncoderClassifier
class	MultiTransformer
class	None
class	PassThrough
class	Regressor
class	Selector
class	Transformer

Methods in sklearn that return Step

Modifier and Type	Method and Description
Step	Step.setPMMLName(String name)

Methods in sklearn with parameters of type Step

Modifier and Type	Method and Description
static void	StepUtil.checkNumberOfFeatures(Step step, List<org.jpmml.converter.Feature> features)

Method parameters in sklearn with type arguments of type Step

Modifier and Type	Method and Description
static int	StepUtil.getNumberOfFeatures(List<? extends Step> steps)

Uses of Step in sklearn_pandas

Subclasses of Step in sklearn_pandas

Modifier and Type	Class and Description
class	CategoricalImputer
class	DataFrameMapper

Uses of Step in sklearn.cluster

Subclasses of Step in sklearn.cluster

Modifier and Type	Class and Description
class	KMeans
class	MiniBatchKMeans

Uses of Step in sklearn.compose

Subclasses of Step in sklearn.compose

Modifier and Type	Class and Description
class	ColumnTransformer
class	TransformedTargetRegressor

Uses of Step in sklearn.decomposition

Subclasses of Step in sklearn.decomposition

Modifier and Type	Class and Description
class	BasePCA
class	IncrementalPCA
class	PCA
class	TruncatedSVD

Uses of Step in sklearn.discriminant_analysis

Subclasses of Step in sklearn.discriminant_analysis

Modifier and Type	Class and Description
class	LinearDiscriminantAnalysis

Uses of Step in sklearn.dummy

Subclasses of Step in sklearn.dummy

Modifier and Type	Class and Description
class	DummyClassifier
class	DummyRegressor

Uses of Step in sklearn.ensemble

Subclasses of Step in sklearn.ensemble

Modifier and Type	Class and Description
class	EnsembleClassifier
class	EnsembleRegressor

Uses of Step in sklearn.ensemble.bagging

Subclasses of Step in sklearn.ensemble.bagging

Modifier and Type	Class and Description
class	BaggingClassifier
class	BaggingRegressor

Uses of Step in sklearn.ensemble.forest

Subclasses of Step in sklearn.ensemble.forest

Modifier and Type	Class and Description
class	ForestClassifier
class	ForestRegressor

Uses of Step in sklearn.ensemble.gradient_boosting

Subclasses of Step in sklearn.ensemble.gradient_boosting

Modifier and Type	Class and Description
class	GradientBoostingClassifier
class	GradientBoostingRegressor

Uses of Step in sklearn.ensemble.hist_gradient_boosting

Subclasses of Step in sklearn.ensemble.hist_gradient_boosting

Modifier and Type	Class and Description
class	BinMapper
class	HistGradientBoostingClassifier
class	HistGradientBoostingRegressor

Uses of Step in sklearn.ensemble.iforest

Subclasses of Step in sklearn.ensemble.iforest

Modifier and Type	Class and Description
class	IsolationForest

Uses of Step in sklearn.ensemble.stacking

Subclasses of Step in sklearn.ensemble.stacking

Modifier and Type	Class and Description
class	StackingClassifier
class	StackingRegressor

Uses of Step in sklearn.ensemble.weight_boosting

Subclasses of Step in sklearn.ensemble.weight_boosting

Modifier and Type	Class and Description
class	AdaBoostRegressor

Uses of Step in sklearn.ensemble.voting

Subclasses of Step in sklearn.ensemble.voting

Modifier and Type	Class and Description
class	VotingClassifier
class	VotingRegressor

Uses of Step in sklearn.feature_extraction

Subclasses of Step in sklearn.feature_extraction

Modifier and Type	Class and Description
class	DictVectorizer

Uses of Step in sklearn.feature_extraction.text

Subclasses of Step in sklearn.feature_extraction.text

Modifier and Type	Class and Description
class	CountVectorizer
class	TfidfVectorizer

Uses of Step in sklearn.feature_selection

Subclasses of Step in sklearn.feature_selection

Modifier and Type	Class and Description
class	PySelector
class	SelectFromModel
class	SelectKBest

Uses of Step in sklearn.impute

Subclasses of Step in sklearn.impute

Modifier and Type	Class and Description
class	MissingIndicator
class	SimpleImputer

Uses of Step in sklearn.isotonic

Subclasses of Step in sklearn.isotonic

Modifier and Type	Class and Description
class	IsotonicRegression

Uses of Step in sklearn.linear_model

Subclasses of Step in sklearn.linear_model

Modifier and Type	Class and Description
class	LinearClassifier
class	LinearRegressor

Uses of Step in sklearn.linear_model.glm

Subclasses of Step in sklearn.linear_model.glm

Modifier and Type	Class and Description
class	GeneralizedLinearRegressor

Uses of Step in sklearn.linear_model.logistic

Subclasses of Step in sklearn.linear_model.logistic

Modifier and Type	Class and Description
class	LogisticRegression

Uses of Step in sklearn.linear_model.ridge

Subclasses of Step in sklearn.linear_model.ridge

Modifier and Type	Class and Description
class	RidgeClassifier

Uses of Step in sklearn.linear_model.stochastic_gradient

Subclasses of Step in sklearn.linear_model.stochastic_gradient

Modifier and Type	Class and Description
class	SGDClassifier

Uses of Step in sklearn.multiclass

Subclasses of Step in sklearn.multiclass

Modifier and Type	Class and Description
class	OneVsRestClassifier

Uses of Step in sklearn.naive_bayes

Subclasses of Step in sklearn.naive_bayes

Modifier and Type	Class and Description
class	GaussianNB

Uses of Step in sklearn.neighbors

Subclasses of Step in sklearn.neighbors

Modifier and Type	Class and Description
class	KNeighborsClassifier
class	KNeighborsRegressor

Uses of Step in sklearn.neural_network

Subclasses of Step in sklearn.neural_network

Modifier and Type	Class and Description
class	MLPClassifier
class	MLPRegressor

Uses of Step in sklearn.pipeline

Subclasses of Step in sklearn.pipeline

Modifier and Type	Class and Description
class	FeatureUnion
class	Pipeline
class	PipelineClassifier
class	PipelineRegressor
class	PipelineTransformer

Uses of Step in sklearn.preprocessing

Subclasses of Step in sklearn.preprocessing

Modifier and Type	Class and Description
class	Binarizer
class	FunctionTransformer
class	Imputer
class	KBinsDiscretizer
class	LabelBinarizer
class	LabelEncoder
class	MaxAbsScaler
class	MinMaxScaler
class	MultiOneHotEncoder
class	OneHotEncoder
class	OrdinalEncoder
class	PolynomialFeatures
class	PowerTransformer
class	RobustScaler
class	StandardScaler

Uses of Step in sklearn.svm

Subclasses of Step in sklearn.svm

Modifier and Type	Class and Description
class	LibSVMClassifier
class	LibSVMRegressor
class	LinearSVC
class	OneClassSVM

Uses of Step in sklearn.tree

Subclasses of Step in sklearn.tree

Modifier and Type	Class and Description
class	TreeClassifier
class	TreeRegressor

Uses of Step in sklearn2pmml

Subclasses of Step in sklearn2pmml

Modifier and Type	Class and Description
class	EstimatorProxy
class	SelectorProxy

Uses of Step in sklearn2pmml.decoration

Subclasses of Step in sklearn2pmml.decoration

Modifier and Type	Class and Description
class	Alias
class	CategoricalDomain
class	ContinuousDomain
class	ContinuousDomainEraser
class	DateDomain
class	DateTimeDomain
class	DiscreteDomain
class	DiscreteDomainEraser
class	Domain
class	DomainEraser
class	MultiDomain
class	OrdinalDomain
class	TemporalDomain

Uses of Step in sklearn2pmml.ensemble

Subclasses of Step in sklearn2pmml.ensemble

Modifier and Type	Class and Description
class	GBDTLMRegressor
class	GBDTLRClassifier
class	SelectFirstClassifier
class	SelectFirstRegressor

Uses of Step in sklearn2pmml.feature_selection

Subclasses of Step in sklearn2pmml.feature_selection

Modifier and Type	Class and Description
class	SelectUnique

Uses of Step in sklearn2pmml.pipeline

Subclasses of Step in sklearn2pmml.pipeline

Modifier and Type	Class and Description
class	PMMLPipeline

Uses of Step in sklearn2pmml.preprocessing

Subclasses of Step in sklearn2pmml.preprocessing

Modifier and Type	Class and Description
class	Aggregator
class	CastTransformer
class	ConcatTransformer
class	CutTransformer
class	DaysSinceYearTransformer
class	DurationTransformer
class	ExpressionTransformer
class	FilterLookupTransformer
class	LookupTransformer
class	MatchesTransformer
class	MultiLookupTransformer
class	PatternTransformer
class	PMMLLabelBinarizer
class	PMMLLabelEncoder
class	PowerFunctionTransformer
class	ReplaceTransformer
class	SecondsSinceMidnightTransformer
class	SecondsSinceYearTransformer
class	StringNormalizer
class	SubstringTransformer
class	WordCountTransformer

Uses of Step in sklearn2pmml.preprocessing.h2o

Subclasses of Step in sklearn2pmml.preprocessing.h2o

Modifier and Type	Class and Description
class	H2OFrameCreator

Uses of Step in sklearn2pmml.preprocessing.scipy

Subclasses of Step in sklearn2pmml.preprocessing.scipy

Modifier and Type	Class and Description
class	BSplineTransformer

Uses of Step in sklearn2pmml.ruleset

Subclasses of Step in sklearn2pmml.ruleset

Modifier and Type	Class and Description
class	RuleSetClassifier

Uses of Step in sklego.meta

Subclasses of Step in sklego.meta

Modifier and Type	Class and Description
class	EstimatorTransformer

Uses of Step in sklego.preprocessing

Subclasses of Step in sklego.preprocessing

Modifier and Type	Class and Description
class	IdentityTransformer

Uses of Step in tpot.builtins

Subclasses of Step in tpot.builtins

Modifier and Type	Class and Description
class	StackingEstimator

Uses of Step in xgboost.sklearn

Subclasses of Step in xgboost.sklearn

Modifier and Type	Class and Description
class	XGBClassifier
class	XGBRegressor