sklearn
Classes
- AdaBoostClassifier
- AdaBoostRegressor
- AdditiveChi2Sampler
- AffinityPropagation
- AgglomerativeClustering
- ARDRegression
- BaggingClassifier
- BaggingRegressor
- BallTree
- BayesianGaussianMixture
- BayesianRidge
- BernoulliNB
- BernoulliRBM
- Binarizer
- Birch
- BisectingKMeans
- Bunch
- CalibratedClassifierCV
- CalibrationDisplay
- CategoricalNB
- CCA
- ClassifierChain
- ColumnTransformer
- ComplementNB
- CompoundKernel
- ConfusionMatrixDisplay
- ConstantKernel
- CountVectorizer
- DBSCAN
- DecisionBoundaryDisplay
- DecisionTreeClassifier
- DecisionTreeRegressor
- DetCurveDisplay
- DictionaryLearning
- DictVectorizer
- DistanceMetric
- DotProduct
- DummyClassifier
- DummyRegressor
- ElasticNet
- ElasticNetCV
- EllipticEnvelope
- EmpiricalCovariance
- Exponentiation
- ExpSineSquared
- ExtraTreeClassifier
- ExtraTreeRegressor
- ExtraTreesClassifier
- ExtraTreesRegressor
- FactorAnalysis
- FastICA
- FeatureAgglomeration
- FeatureHasher
- FeatureUnion
- FixedThresholdClassifier
- FunctionTransformer
- GammaRegressor
- GaussianMixture
- GaussianNB
- GaussianProcessClassifier
- GaussianProcessRegressor
- GaussianRandomProjection
- GenericUnivariateSelect
- GradientBoostingClassifier
- GradientBoostingRegressor
- GraphicalLasso
- GraphicalLassoCV
- GridSearchCV
- GroupKFold
- GroupShuffleSplit
- HalvingGridSearchCV
- HalvingRandomSearchCV
- HashingVectorizer
- HDBSCAN
- HistGradientBoostingClassifier
- HistGradientBoostingRegressor
- HuberRegressor
- Hyperparameter
- IncrementalPCA
- IsolationForest
- Isomap
- IsotonicRegression
- IterativeImputer
- KBinsDiscretizer
- KDTree
- Kernel
- KernelCenterer
- KernelDensity
- KernelPCA
- KernelRidge
- KFold
- KMeans
- KNeighborsClassifier
- KNeighborsRegressor
- KNeighborsTransformer
- KNNImputer
- LabelBinarizer
- LabelEncoder
- LabelPropagation
- LabelSpreading
- Lars
- LarsCV
- Lasso
- LassoCV
- LassoLars
- LassoLarsCV
- LassoLarsIC
- LatentDirichletAllocation
- LearningCurveDisplay
- LeaveOneGroupOut
- LeaveOneOut
- LeavePGroupsOut
- LeavePOut
- LedoitWolf
- LinearDiscriminantAnalysis
- LinearRegression
- LinearSVC
- LinearSVR
- LocallyLinearEmbedding
- LocalOutlierFactor
- LogisticRegression
- LogisticRegressionCV
- Matern
- MaxAbsScaler
- MDS
- MeanShift
- MetadataRequest
- MetadataRouter
- MethodMapping
- MinCovDet
- MiniBatchDictionaryLearning
- MiniBatchKMeans
- MiniBatchNMF
- MiniBatchSparsePCA
- MinMaxScaler
- MissingIndicator
- MLPClassifier
- MLPRegressor
- MultiLabelBinarizer
- MultinomialNB
- MultiOutputClassifier
- MultiOutputRegressor
- MultiTaskElasticNet
- MultiTaskElasticNetCV
- MultiTaskLasso
- MultiTaskLassoCV
- NearestCentroid
- NearestNeighbors
- NeighborhoodComponentsAnalysis
- NMF
- Normalizer
- NuSVC
- NuSVR
- Nystroem
- OAS
- OneClassSVM
- OneHotEncoder
- OneVsOneClassifier
- OneVsRestClassifier
- OPTICS
- OrdinalEncoder
- OrthogonalMatchingPursuit
- OrthogonalMatchingPursuitCV
- OutputCodeClassifier
- PairwiseKernel
- Parallel
- ParameterGrid
- ParameterSampler
- PartialDependenceDisplay
- PassiveAggressiveClassifier
- PassiveAggressiveRegressor
- PatchExtractor
- PCA
- Perceptron
- Pipeline
- PLSCanonical
- PLSRegression
- PLSSVD
- PoissonRegressor
- PolynomialCountSketch
- PolynomialFeatures
- PowerTransformer
- PrecisionRecallDisplay
- PredefinedSplit
- PredictionErrorDisplay
- Product
- QuadraticDiscriminantAnalysis
- QuantileRegressor
- QuantileTransformer
- RadiusNeighborsClassifier
- RadiusNeighborsRegressor
- RadiusNeighborsTransformer
- RandomForestClassifier
- RandomForestRegressor
- RandomizedSearchCV
- RandomTreesEmbedding
- RANSACRegressor
- RationalQuadratic
- RBF
- RBFSampler
- RegressorChain
- RepeatedKFold
- RepeatedStratifiedKFold
- RFE
- RFECV
- Ridge
- RidgeClassifier
- RidgeClassifierCV
- RidgeCV
- RobustScaler
- RocCurveDisplay
- SelectFdr
- SelectFpr
- SelectFromModel
- SelectFwe
- SelectKBest
- SelectorMixin
- SelectPercentile
- SelfTrainingClassifier
- SequentialFeatureSelector
- SGDClassifier
- SGDOneClassSVM
- SGDRegressor
- ShrunkCovariance
- ShuffleSplit
- SimpleImputer
- SkewedChi2Sampler
- SparseCoder
- SparsePCA
- SparseRandomProjection
- SpectralBiclustering
- SpectralClustering
- SpectralCoclustering
- SpectralEmbedding
- SplineTransformer
- StackingClassifier
- StackingRegressor
- StandardScaler
- StratifiedGroupKFold
- StratifiedKFold
- StratifiedShuffleSplit
- Sum
- SVC
- SVR
- TargetEncoder
- TfidfTransformer
- TfidfVectorizer
- TheilSenRegressor
- TimeSeriesSplit
- TransformedTargetRegressor
- TruncatedSVD
- TSNE
- TunedThresholdClassifierCV
- TweedieRegressor
- ValidationCurveDisplay
- VarianceThreshold
- VotingClassifier
- VotingRegressor
- WhiteKernel