sklearn
Use Python's #1 machine learning library from Node.js
Version 1.0.0 License MIT
Keywords
scikitlearnsklearnmachine learningmlaiSelectorMixinCalibratedClassifierCVAffinityPropagationAgglomerativeClusteringBirchDBSCANFeatureAgglomerationKMeansBisectingKMeans
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scikit
learn
sklearn
machine learning
ml
ai
SelectorMixin
CalibratedClassifierCV
AffinityPropagation
AgglomerativeClustering
Birch
DBSCAN
FeatureAgglomeration
KMeans
BisectingKMeans
MiniBatchKMeans
MeanShift
OPTICS
SpectralClustering
SpectralBiclustering
SpectralCoclustering
ColumnTransformer
TransformedTargetRegressor
EmpiricalCovariance
EllipticEnvelope
GraphicalLasso
GraphicalLassoCV
LedoitWolf
MinCovDet
OAS
ShrunkCovariance
CCA
PLSCanonical
PLSRegression
PLSSVD
DictionaryLearning
FactorAnalysis
FastICA
IncrementalPCA
KernelPCA
LatentDirichletAllocation
MiniBatchDictionaryLearning
MiniBatchSparsePCA
NMF
MiniBatchNMF
PCA
SparsePCA
SparseCoder
TruncatedSVD
LinearDiscriminantAnalysis
QuadraticDiscriminantAnalysis
DummyClassifier
DummyRegressor
AdaBoostClassifier
AdaBoostRegressor
BaggingClassifier
BaggingRegressor
ExtraTreesClassifier
ExtraTreesRegressor
GradientBoostingClassifier
GradientBoostingRegressor
IsolationForest
RandomForestClassifier
RandomForestRegressor
RandomTreesEmbedding
StackingClassifier
StackingRegressor
VotingClassifier
VotingRegressor
HistGradientBoostingRegressor
HistGradientBoostingClassifier
ConvergenceWarning
DataConversionWarning
DataDimensionalityWarning
EfficiencyWarning
FitFailedWarning
NotFittedError
UndefinedMetricWarning
DictVectorizer
FeatureHasher
PatchExtractor
CountVectorizer
HashingVectorizer
TfidfTransformer
TfidfVectorizer
GenericUnivariateSelect
SelectPercentile
SelectKBest
SelectFpr
SelectFdr
SelectFromModel
SelectFwe
SequentialFeatureSelector
RFE
RFECV
VarianceThreshold
GaussianProcessClassifier
GaussianProcessRegressor
CompoundKernel
ConstantKernel
DotProduct
ExpSineSquared
Exponentiation
Hyperparameter
Kernel
Matern
PairwiseKernel
Product
RBF
RationalQuadratic
Sum
WhiteKernel
SimpleImputer
IterativeImputer
MissingIndicator
KNNImputer
DecisionBoundaryDisplay
PartialDependenceDisplay
IsotonicRegression
AdditiveChi2Sampler
Nystroem
PolynomialCountSketch
RBFSampler
SkewedChi2Sampler
KernelRidge
LogisticRegression
LogisticRegressionCV
PassiveAggressiveClassifier
Perceptron
RidgeClassifier
RidgeClassifierCV
SGDClassifier
SGDOneClassSVM
LinearRegression
Ridge
RidgeCV
SGDRegressor
ElasticNet
ElasticNetCV
Lars
LarsCV
Lasso
LassoCV
LassoLars
LassoLarsCV
LassoLarsIC
OrthogonalMatchingPursuit
OrthogonalMatchingPursuitCV
ARDRegression
BayesianRidge
MultiTaskElasticNet
MultiTaskElasticNetCV
MultiTaskLasso
MultiTaskLassoCV
HuberRegressor
QuantileRegressor
RANSACRegressor
TheilSenRegressor
PoissonRegressor
TweedieRegressor
GammaRegressor
Isomap
LocallyLinearEmbedding
MDS
SpectralEmbedding
TSNE
DistanceMetric
ConfusionMatrixDisplay
DetCurveDisplay
PrecisionRecallDisplay
PredictionErrorDisplay
RocCurveDisplay
CalibrationDisplay
BayesianGaussianMixture
GaussianMixture
GroupKFold
GroupShuffleSplit
KFold
LeaveOneGroupOut
LeavePGroupsOut
LeaveOneOut
LeavePOut
PredefinedSplit
RepeatedKFold
RepeatedStratifiedKFold
ShuffleSplit
StratifiedKFold
StratifiedShuffleSplit
StratifiedGroupKFold
TimeSeriesSplit
GridSearchCV
HalvingGridSearchCV
ParameterGrid
ParameterSampler
RandomizedSearchCV
HalvingRandomSearchCV
LearningCurveDisplay
OneVsRestClassifier
OneVsOneClassifier
OutputCodeClassifier
ClassifierChain
MultiOutputRegressor
MultiOutputClassifier
RegressorChain
BernoulliNB
CategoricalNB
ComplementNB
GaussianNB
MultinomialNB
BallTree
KDTree
KernelDensity
KNeighborsClassifier
KNeighborsRegressor
KNeighborsTransformer
LocalOutlierFactor
RadiusNeighborsClassifier
RadiusNeighborsRegressor
RadiusNeighborsTransformer
NearestCentroid
NearestNeighbors
NeighborhoodComponentsAnalysis
BernoulliRBM
MLPClassifier
MLPRegressor
FeatureUnion
Pipeline
Binarizer
FunctionTransformer
KBinsDiscretizer
KernelCenterer
LabelBinarizer
LabelEncoder
MultiLabelBinarizer
MaxAbsScaler
MinMaxScaler
Normalizer
OneHotEncoder
OrdinalEncoder
PolynomialFeatures
PowerTransformer
QuantileTransformer
RobustScaler
SplineTransformer
StandardScaler
GaussianRandomProjection
SparseRandomProjection
LabelPropagation
LabelSpreading
SelfTrainingClassifier
LinearSVC
LinearSVR
NuSVC
NuSVR
OneClassSVM
SVC
SVR
DecisionTreeClassifier
DecisionTreeRegressor
ExtraTreeClassifier
ExtraTreeRegressor
Bunch
Parallel
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