:html_theme.sidebar_secondary.remove:

.. _api_ref:

=============
API Reference
=============

This is the class and function reference of scikit-learn. Please refer to the
:ref:`full user guide <user_guide>` for further details, as the raw specifications of
classes and functions may not be enough to give full guidelines on their use. For
reference on concepts repeated across the API, see :ref:`glossary`.

.. toctree::
  :maxdepth: 2
  :hidden:


  sklearn
  sklearn.base
  sklearn.calibration
  sklearn.cluster
  sklearn.compose
  sklearn.covariance
  sklearn.cross_decomposition
  sklearn.datasets
  sklearn.decomposition
  sklearn.discriminant_analysis
  sklearn.dummy
  sklearn.ensemble
  sklearn.exceptions
  sklearn.experimental
  sklearn.feature_extraction
  sklearn.feature_selection
  sklearn.frozen
  sklearn.gaussian_process
  sklearn.impute
  sklearn.inspection
  sklearn.isotonic
  sklearn.kernel_approximation
  sklearn.kernel_ridge
  sklearn.linear_model
  sklearn.manifold
  sklearn.metrics
  sklearn.mixture
  sklearn.model_selection
  sklearn.multiclass
  sklearn.multioutput
  sklearn.naive_bayes
  sklearn.neighbors
  sklearn.neural_network
  sklearn.pipeline
  sklearn.preprocessing
  sklearn.random_projection
  sklearn.semi_supervised
  sklearn.svm
  sklearn.tree
  sklearn.utils

.. list-table::
  :header-rows: 1
  :class: apisearch-table

  * - Object
    - Description








  * - :obj:`~sklearn.config_context`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn

        .. autoshortsummary:: sklearn.config_context

        .. div:: caption

          :mod:`sklearn`





  * - :obj:`~sklearn.get_config`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn

        .. autoshortsummary:: sklearn.get_config

        .. div:: caption

          :mod:`sklearn`





  * - :obj:`~sklearn.set_config`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn

        .. autoshortsummary:: sklearn.set_config

        .. div:: caption

          :mod:`sklearn`





  * - :obj:`~sklearn.show_versions`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn

        .. autoshortsummary:: sklearn.show_versions

        .. div:: caption

          :mod:`sklearn`









  * - :obj:`~sklearn.base.BaseEstimator`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.BaseEstimator

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.BiclusterMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.BiclusterMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.ClassNamePrefixFeaturesOutMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.ClassNamePrefixFeaturesOutMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.ClassifierMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.ClassifierMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.ClusterMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.ClusterMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.DensityMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.DensityMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.MetaEstimatorMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.MetaEstimatorMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.OneToOneFeatureMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.OneToOneFeatureMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.OutlierMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.OutlierMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.RegressorMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.RegressorMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.TransformerMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.TransformerMixin

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.clone`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.clone

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.is_classifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.is_classifier

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.is_clusterer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.is_clusterer

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.is_regressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.is_regressor

        .. div:: caption

          :mod:`sklearn.base`





  * - :obj:`~sklearn.base.is_outlier_detector`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.base

        .. autoshortsummary:: sklearn.base.is_outlier_detector

        .. div:: caption

          :mod:`sklearn.base`









  * - :obj:`~sklearn.calibration.CalibratedClassifierCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.calibration

        .. autoshortsummary:: sklearn.calibration.CalibratedClassifierCV

        .. div:: caption

          :mod:`sklearn.calibration`





  * - :obj:`~sklearn.calibration.calibration_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.calibration

        .. autoshortsummary:: sklearn.calibration.calibration_curve

        .. div:: caption

          :mod:`sklearn.calibration`







  * - :obj:`~sklearn.calibration.CalibrationDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.calibration

        .. autoshortsummary:: sklearn.calibration.CalibrationDisplay

        .. div:: caption

          :mod:`sklearn.calibration`









  * - :obj:`~sklearn.cluster.AffinityPropagation`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.AffinityPropagation

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.AgglomerativeClustering`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.AgglomerativeClustering

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.Birch`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.Birch

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.BisectingKMeans`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.BisectingKMeans

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.DBSCAN`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.DBSCAN

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.FeatureAgglomeration`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.FeatureAgglomeration

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.HDBSCAN`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.HDBSCAN

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.KMeans`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.KMeans

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.MeanShift`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.MeanShift

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.MiniBatchKMeans`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.MiniBatchKMeans

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.OPTICS`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.OPTICS

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.SpectralBiclustering`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.SpectralBiclustering

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.SpectralClustering`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.SpectralClustering

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.SpectralCoclustering`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.SpectralCoclustering

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.affinity_propagation`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.affinity_propagation

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.cluster_optics_dbscan`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.cluster_optics_dbscan

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.cluster_optics_xi`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.cluster_optics_xi

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.compute_optics_graph`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.compute_optics_graph

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.dbscan`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.dbscan

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.estimate_bandwidth`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.estimate_bandwidth

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.k_means`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.k_means

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.kmeans_plusplus`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.kmeans_plusplus

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.mean_shift`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.mean_shift

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.spectral_clustering`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.spectral_clustering

        .. div:: caption

          :mod:`sklearn.cluster`





  * - :obj:`~sklearn.cluster.ward_tree`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cluster

        .. autoshortsummary:: sklearn.cluster.ward_tree

        .. div:: caption

          :mod:`sklearn.cluster`









  * - :obj:`~sklearn.compose.ColumnTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.compose

        .. autoshortsummary:: sklearn.compose.ColumnTransformer

        .. div:: caption

          :mod:`sklearn.compose`





  * - :obj:`~sklearn.compose.TransformedTargetRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.compose

        .. autoshortsummary:: sklearn.compose.TransformedTargetRegressor

        .. div:: caption

          :mod:`sklearn.compose`





  * - :obj:`~sklearn.compose.make_column_selector`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.compose

        .. autoshortsummary:: sklearn.compose.make_column_selector

        .. div:: caption

          :mod:`sklearn.compose`





  * - :obj:`~sklearn.compose.make_column_transformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.compose

        .. autoshortsummary:: sklearn.compose.make_column_transformer

        .. div:: caption

          :mod:`sklearn.compose`









  * - :obj:`~sklearn.covariance.EllipticEnvelope`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.EllipticEnvelope

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.EmpiricalCovariance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.EmpiricalCovariance

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.GraphicalLasso`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.GraphicalLasso

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.GraphicalLassoCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.GraphicalLassoCV

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.LedoitWolf`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.LedoitWolf

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.MinCovDet`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.MinCovDet

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.OAS`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.OAS

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.ShrunkCovariance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.ShrunkCovariance

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.empirical_covariance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.empirical_covariance

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.graphical_lasso`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.graphical_lasso

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.ledoit_wolf`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.ledoit_wolf

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.ledoit_wolf_shrinkage`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.ledoit_wolf_shrinkage

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.oas`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.oas

        .. div:: caption

          :mod:`sklearn.covariance`





  * - :obj:`~sklearn.covariance.shrunk_covariance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.covariance

        .. autoshortsummary:: sklearn.covariance.shrunk_covariance

        .. div:: caption

          :mod:`sklearn.covariance`









  * - :obj:`~sklearn.cross_decomposition.CCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cross_decomposition

        .. autoshortsummary:: sklearn.cross_decomposition.CCA

        .. div:: caption

          :mod:`sklearn.cross_decomposition`





  * - :obj:`~sklearn.cross_decomposition.PLSCanonical`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cross_decomposition

        .. autoshortsummary:: sklearn.cross_decomposition.PLSCanonical

        .. div:: caption

          :mod:`sklearn.cross_decomposition`





  * - :obj:`~sklearn.cross_decomposition.PLSRegression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cross_decomposition

        .. autoshortsummary:: sklearn.cross_decomposition.PLSRegression

        .. div:: caption

          :mod:`sklearn.cross_decomposition`





  * - :obj:`~sklearn.cross_decomposition.PLSSVD`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.cross_decomposition

        .. autoshortsummary:: sklearn.cross_decomposition.PLSSVD

        .. div:: caption

          :mod:`sklearn.cross_decomposition`









  * - :obj:`~sklearn.datasets.clear_data_home`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.clear_data_home

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.dump_svmlight_file`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.dump_svmlight_file

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_20newsgroups`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_20newsgroups

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_20newsgroups_vectorized`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_20newsgroups_vectorized

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_california_housing`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_california_housing

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_covtype`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_covtype

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_file`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_file

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_kddcup99`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_kddcup99

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_lfw_pairs`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_lfw_pairs

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_lfw_people`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_lfw_people

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_olivetti_faces`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_olivetti_faces

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_openml`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_openml

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_rcv1`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_rcv1

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.fetch_species_distributions`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.fetch_species_distributions

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.get_data_home`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.get_data_home

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_breast_cancer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_breast_cancer

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_diabetes`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_diabetes

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_digits`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_digits

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_files`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_files

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_iris`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_iris

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_linnerud`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_linnerud

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_sample_image`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_sample_image

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_sample_images`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_sample_images

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_svmlight_file`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_svmlight_file

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_svmlight_files`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_svmlight_files

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.load_wine`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.load_wine

        .. div:: caption

          :mod:`sklearn.datasets`







  * - :obj:`~sklearn.datasets.make_biclusters`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_biclusters

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_blobs`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_blobs

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_checkerboard`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_checkerboard

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_circles`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_circles

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_classification`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_classification

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_friedman1`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_friedman1

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_friedman2`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_friedman2

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_friedman3`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_friedman3

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_gaussian_quantiles`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_gaussian_quantiles

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_hastie_10_2`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_hastie_10_2

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_low_rank_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_low_rank_matrix

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_moons`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_moons

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_multilabel_classification`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_multilabel_classification

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_regression

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_s_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_s_curve

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_sparse_coded_signal`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_sparse_coded_signal

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_sparse_spd_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_sparse_spd_matrix

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_sparse_uncorrelated`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_sparse_uncorrelated

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_spd_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_spd_matrix

        .. div:: caption

          :mod:`sklearn.datasets`





  * - :obj:`~sklearn.datasets.make_swiss_roll`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.datasets

        .. autoshortsummary:: sklearn.datasets.make_swiss_roll

        .. div:: caption

          :mod:`sklearn.datasets`









  * - :obj:`~sklearn.decomposition.DictionaryLearning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.DictionaryLearning

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.FactorAnalysis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.FactorAnalysis

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.FastICA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.FastICA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.IncrementalPCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.IncrementalPCA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.KernelPCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.KernelPCA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.LatentDirichletAllocation`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.LatentDirichletAllocation

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.MiniBatchDictionaryLearning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.MiniBatchDictionaryLearning

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.MiniBatchNMF`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.MiniBatchNMF

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.MiniBatchSparsePCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.MiniBatchSparsePCA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.NMF`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.NMF

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.PCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.PCA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.SparseCoder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.SparseCoder

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.SparsePCA`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.SparsePCA

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.TruncatedSVD`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.TruncatedSVD

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.dict_learning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.dict_learning

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.dict_learning_online`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.dict_learning_online

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.fastica`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.fastica

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.non_negative_factorization`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.non_negative_factorization

        .. div:: caption

          :mod:`sklearn.decomposition`





  * - :obj:`~sklearn.decomposition.sparse_encode`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.decomposition

        .. autoshortsummary:: sklearn.decomposition.sparse_encode

        .. div:: caption

          :mod:`sklearn.decomposition`









  * - :obj:`~sklearn.discriminant_analysis.LinearDiscriminantAnalysis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.discriminant_analysis

        .. autoshortsummary:: sklearn.discriminant_analysis.LinearDiscriminantAnalysis

        .. div:: caption

          :mod:`sklearn.discriminant_analysis`





  * - :obj:`~sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.discriminant_analysis

        .. autoshortsummary:: sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis

        .. div:: caption

          :mod:`sklearn.discriminant_analysis`









  * - :obj:`~sklearn.dummy.DummyClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.dummy

        .. autoshortsummary:: sklearn.dummy.DummyClassifier

        .. div:: caption

          :mod:`sklearn.dummy`





  * - :obj:`~sklearn.dummy.DummyRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.dummy

        .. autoshortsummary:: sklearn.dummy.DummyRegressor

        .. div:: caption

          :mod:`sklearn.dummy`









  * - :obj:`~sklearn.ensemble.AdaBoostClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.AdaBoostClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.AdaBoostRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.AdaBoostRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.BaggingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.BaggingClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.BaggingRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.BaggingRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.ExtraTreesClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.ExtraTreesClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.ExtraTreesRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.ExtraTreesRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.GradientBoostingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.GradientBoostingClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.GradientBoostingRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.GradientBoostingRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.HistGradientBoostingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.HistGradientBoostingClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.HistGradientBoostingRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.HistGradientBoostingRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.IsolationForest`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.IsolationForest

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.RandomForestClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.RandomForestClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.RandomForestRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.RandomForestRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.RandomTreesEmbedding`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.RandomTreesEmbedding

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.StackingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.StackingClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.StackingRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.StackingRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.VotingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.VotingClassifier

        .. div:: caption

          :mod:`sklearn.ensemble`





  * - :obj:`~sklearn.ensemble.VotingRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.ensemble

        .. autoshortsummary:: sklearn.ensemble.VotingRegressor

        .. div:: caption

          :mod:`sklearn.ensemble`









  * - :obj:`~sklearn.exceptions.ConvergenceWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.ConvergenceWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.DataConversionWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.DataConversionWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.DataDimensionalityWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.DataDimensionalityWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.EfficiencyWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.EfficiencyWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.FitFailedWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.FitFailedWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.InconsistentVersionWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.InconsistentVersionWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.NotFittedError`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.NotFittedError

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.UndefinedMetricWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.UndefinedMetricWarning

        .. div:: caption

          :mod:`sklearn.exceptions`





  * - :obj:`~sklearn.exceptions.EstimatorCheckFailedWarning`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.exceptions

        .. autoshortsummary:: sklearn.exceptions.EstimatorCheckFailedWarning

        .. div:: caption

          :mod:`sklearn.exceptions`









  * - :obj:`~sklearn.experimental.enable_halving_search_cv`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.experimental

        .. autoshortsummary:: sklearn.experimental.enable_halving_search_cv

        .. div:: caption

          :mod:`sklearn.experimental`





  * - :obj:`~sklearn.experimental.enable_iterative_imputer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.experimental

        .. autoshortsummary:: sklearn.experimental.enable_iterative_imputer

        .. div:: caption

          :mod:`sklearn.experimental`









  * - :obj:`~sklearn.feature_extraction.DictVectorizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction

        .. autoshortsummary:: sklearn.feature_extraction.DictVectorizer

        .. div:: caption

          :mod:`sklearn.feature_extraction`





  * - :obj:`~sklearn.feature_extraction.FeatureHasher`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction

        .. autoshortsummary:: sklearn.feature_extraction.FeatureHasher

        .. div:: caption

          :mod:`sklearn.feature_extraction`







  * - :obj:`~sklearn.feature_extraction.image.PatchExtractor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.image

        .. autoshortsummary:: sklearn.feature_extraction.image.PatchExtractor

        .. div:: caption

          :mod:`sklearn.feature_extraction.image`





  * - :obj:`~sklearn.feature_extraction.image.extract_patches_2d`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.image

        .. autoshortsummary:: sklearn.feature_extraction.image.extract_patches_2d

        .. div:: caption

          :mod:`sklearn.feature_extraction.image`





  * - :obj:`~sklearn.feature_extraction.image.grid_to_graph`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.image

        .. autoshortsummary:: sklearn.feature_extraction.image.grid_to_graph

        .. div:: caption

          :mod:`sklearn.feature_extraction.image`





  * - :obj:`~sklearn.feature_extraction.image.img_to_graph`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.image

        .. autoshortsummary:: sklearn.feature_extraction.image.img_to_graph

        .. div:: caption

          :mod:`sklearn.feature_extraction.image`





  * - :obj:`~sklearn.feature_extraction.image.reconstruct_from_patches_2d`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.image

        .. autoshortsummary:: sklearn.feature_extraction.image.reconstruct_from_patches_2d

        .. div:: caption

          :mod:`sklearn.feature_extraction.image`







  * - :obj:`~sklearn.feature_extraction.text.CountVectorizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.text

        .. autoshortsummary:: sklearn.feature_extraction.text.CountVectorizer

        .. div:: caption

          :mod:`sklearn.feature_extraction.text`





  * - :obj:`~sklearn.feature_extraction.text.HashingVectorizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.text

        .. autoshortsummary:: sklearn.feature_extraction.text.HashingVectorizer

        .. div:: caption

          :mod:`sklearn.feature_extraction.text`





  * - :obj:`~sklearn.feature_extraction.text.TfidfTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.text

        .. autoshortsummary:: sklearn.feature_extraction.text.TfidfTransformer

        .. div:: caption

          :mod:`sklearn.feature_extraction.text`





  * - :obj:`~sklearn.feature_extraction.text.TfidfVectorizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_extraction.text

        .. autoshortsummary:: sklearn.feature_extraction.text.TfidfVectorizer

        .. div:: caption

          :mod:`sklearn.feature_extraction.text`









  * - :obj:`~sklearn.feature_selection.GenericUnivariateSelect`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.GenericUnivariateSelect

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.RFE`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.RFE

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.RFECV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.RFECV

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectFdr`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectFdr

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectFpr`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectFpr

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectFromModel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectFromModel

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectFwe`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectFwe

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectKBest`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectKBest

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectPercentile`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectPercentile

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SelectorMixin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SelectorMixin

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.SequentialFeatureSelector`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.SequentialFeatureSelector

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.VarianceThreshold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.VarianceThreshold

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.chi2`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.chi2

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.f_classif`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.f_classif

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.f_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.f_regression

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.mutual_info_classif`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.mutual_info_classif

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.mutual_info_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.mutual_info_regression

        .. div:: caption

          :mod:`sklearn.feature_selection`





  * - :obj:`~sklearn.feature_selection.r_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.feature_selection

        .. autoshortsummary:: sklearn.feature_selection.r_regression

        .. div:: caption

          :mod:`sklearn.feature_selection`









  * - :obj:`~sklearn.frozen.FrozenEstimator`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.frozen

        .. autoshortsummary:: sklearn.frozen.FrozenEstimator

        .. div:: caption

          :mod:`sklearn.frozen`









  * - :obj:`~sklearn.gaussian_process.GaussianProcessClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process

        .. autoshortsummary:: sklearn.gaussian_process.GaussianProcessClassifier

        .. div:: caption

          :mod:`sklearn.gaussian_process`





  * - :obj:`~sklearn.gaussian_process.GaussianProcessRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process

        .. autoshortsummary:: sklearn.gaussian_process.GaussianProcessRegressor

        .. div:: caption

          :mod:`sklearn.gaussian_process`







  * - :obj:`~sklearn.gaussian_process.kernels.CompoundKernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.CompoundKernel

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.ConstantKernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.ConstantKernel

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.DotProduct`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.DotProduct

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.ExpSineSquared`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.ExpSineSquared

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Exponentiation`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Exponentiation

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Hyperparameter`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Hyperparameter

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Kernel

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Matern`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Matern

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.PairwiseKernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.PairwiseKernel

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Product`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Product

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.RBF`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.RBF

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.RationalQuadratic`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.RationalQuadratic

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.Sum`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.Sum

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`





  * - :obj:`~sklearn.gaussian_process.kernels.WhiteKernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.gaussian_process.kernels

        .. autoshortsummary:: sklearn.gaussian_process.kernels.WhiteKernel

        .. div:: caption

          :mod:`sklearn.gaussian_process.kernels`









  * - :obj:`~sklearn.impute.IterativeImputer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.impute

        .. autoshortsummary:: sklearn.impute.IterativeImputer

        .. div:: caption

          :mod:`sklearn.impute`





  * - :obj:`~sklearn.impute.KNNImputer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.impute

        .. autoshortsummary:: sklearn.impute.KNNImputer

        .. div:: caption

          :mod:`sklearn.impute`





  * - :obj:`~sklearn.impute.MissingIndicator`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.impute

        .. autoshortsummary:: sklearn.impute.MissingIndicator

        .. div:: caption

          :mod:`sklearn.impute`





  * - :obj:`~sklearn.impute.SimpleImputer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.impute

        .. autoshortsummary:: sklearn.impute.SimpleImputer

        .. div:: caption

          :mod:`sklearn.impute`









  * - :obj:`~sklearn.inspection.partial_dependence`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.inspection

        .. autoshortsummary:: sklearn.inspection.partial_dependence

        .. div:: caption

          :mod:`sklearn.inspection`





  * - :obj:`~sklearn.inspection.permutation_importance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.inspection

        .. autoshortsummary:: sklearn.inspection.permutation_importance

        .. div:: caption

          :mod:`sklearn.inspection`







  * - :obj:`~sklearn.inspection.DecisionBoundaryDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.inspection

        .. autoshortsummary:: sklearn.inspection.DecisionBoundaryDisplay

        .. div:: caption

          :mod:`sklearn.inspection`





  * - :obj:`~sklearn.inspection.PartialDependenceDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.inspection

        .. autoshortsummary:: sklearn.inspection.PartialDependenceDisplay

        .. div:: caption

          :mod:`sklearn.inspection`









  * - :obj:`~sklearn.isotonic.IsotonicRegression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.isotonic

        .. autoshortsummary:: sklearn.isotonic.IsotonicRegression

        .. div:: caption

          :mod:`sklearn.isotonic`





  * - :obj:`~sklearn.isotonic.check_increasing`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.isotonic

        .. autoshortsummary:: sklearn.isotonic.check_increasing

        .. div:: caption

          :mod:`sklearn.isotonic`





  * - :obj:`~sklearn.isotonic.isotonic_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.isotonic

        .. autoshortsummary:: sklearn.isotonic.isotonic_regression

        .. div:: caption

          :mod:`sklearn.isotonic`









  * - :obj:`~sklearn.kernel_approximation.AdditiveChi2Sampler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_approximation

        .. autoshortsummary:: sklearn.kernel_approximation.AdditiveChi2Sampler

        .. div:: caption

          :mod:`sklearn.kernel_approximation`





  * - :obj:`~sklearn.kernel_approximation.Nystroem`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_approximation

        .. autoshortsummary:: sklearn.kernel_approximation.Nystroem

        .. div:: caption

          :mod:`sklearn.kernel_approximation`





  * - :obj:`~sklearn.kernel_approximation.PolynomialCountSketch`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_approximation

        .. autoshortsummary:: sklearn.kernel_approximation.PolynomialCountSketch

        .. div:: caption

          :mod:`sklearn.kernel_approximation`





  * - :obj:`~sklearn.kernel_approximation.RBFSampler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_approximation

        .. autoshortsummary:: sklearn.kernel_approximation.RBFSampler

        .. div:: caption

          :mod:`sklearn.kernel_approximation`





  * - :obj:`~sklearn.kernel_approximation.SkewedChi2Sampler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_approximation

        .. autoshortsummary:: sklearn.kernel_approximation.SkewedChi2Sampler

        .. div:: caption

          :mod:`sklearn.kernel_approximation`









  * - :obj:`~sklearn.kernel_ridge.KernelRidge`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.kernel_ridge

        .. autoshortsummary:: sklearn.kernel_ridge.KernelRidge

        .. div:: caption

          :mod:`sklearn.kernel_ridge`









  * - :obj:`~sklearn.linear_model.LogisticRegression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LogisticRegression

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LogisticRegressionCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LogisticRegressionCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.PassiveAggressiveClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.PassiveAggressiveClassifier

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.Perceptron`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.Perceptron

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.RidgeClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.RidgeClassifier

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.RidgeClassifierCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.RidgeClassifierCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.SGDClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.SGDClassifier

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.SGDOneClassSVM`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.SGDOneClassSVM

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.LinearRegression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LinearRegression

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.Ridge`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.Ridge

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.RidgeCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.RidgeCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.SGDRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.SGDRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.ElasticNet`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.ElasticNet

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.ElasticNetCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.ElasticNetCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.Lars`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.Lars

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LarsCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LarsCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.Lasso`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.Lasso

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LassoCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LassoCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LassoLars`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LassoLars

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LassoLarsCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LassoLarsCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.LassoLarsIC`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.LassoLarsIC

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.OrthogonalMatchingPursuit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.OrthogonalMatchingPursuit

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.OrthogonalMatchingPursuitCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.OrthogonalMatchingPursuitCV

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.ARDRegression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.ARDRegression

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.BayesianRidge`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.BayesianRidge

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.MultiTaskElasticNet`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.MultiTaskElasticNet

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.MultiTaskElasticNetCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.MultiTaskElasticNetCV

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.MultiTaskLasso`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.MultiTaskLasso

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.MultiTaskLassoCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.MultiTaskLassoCV

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.HuberRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.HuberRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.QuantileRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.QuantileRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.RANSACRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.RANSACRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.TheilSenRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.TheilSenRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.GammaRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.GammaRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.PoissonRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.PoissonRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.TweedieRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.TweedieRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`







  * - :obj:`~sklearn.linear_model.PassiveAggressiveRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.PassiveAggressiveRegressor

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.enet_path`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.enet_path

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.lars_path`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.lars_path

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.lars_path_gram`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.lars_path_gram

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.lasso_path`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.lasso_path

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.orthogonal_mp`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.orthogonal_mp

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.orthogonal_mp_gram`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.orthogonal_mp_gram

        .. div:: caption

          :mod:`sklearn.linear_model`





  * - :obj:`~sklearn.linear_model.ridge_regression`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.linear_model

        .. autoshortsummary:: sklearn.linear_model.ridge_regression

        .. div:: caption

          :mod:`sklearn.linear_model`









  * - :obj:`~sklearn.manifold.ClassicalMDS`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.ClassicalMDS

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.Isomap`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.Isomap

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.LocallyLinearEmbedding`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.LocallyLinearEmbedding

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.MDS`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.MDS

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.SpectralEmbedding`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.SpectralEmbedding

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.TSNE`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.TSNE

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.locally_linear_embedding`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.locally_linear_embedding

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.smacof`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.smacof

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.spectral_embedding`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.spectral_embedding

        .. div:: caption

          :mod:`sklearn.manifold`





  * - :obj:`~sklearn.manifold.trustworthiness`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.manifold

        .. autoshortsummary:: sklearn.manifold.trustworthiness

        .. div:: caption

          :mod:`sklearn.manifold`









  * - :obj:`~sklearn.metrics.check_scoring`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.check_scoring

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.get_scorer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.get_scorer

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.get_scorer_names`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.get_scorer_names

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.make_scorer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.make_scorer

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.accuracy_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.accuracy_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.auc`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.auc

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.average_precision_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.average_precision_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.balanced_accuracy_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.balanced_accuracy_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.brier_score_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.brier_score_loss

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.class_likelihood_ratios`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.class_likelihood_ratios

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.classification_report`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.classification_report

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.cohen_kappa_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.cohen_kappa_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.confusion_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.confusion_matrix

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.confusion_matrix_at_thresholds`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.confusion_matrix_at_thresholds

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.d2_brier_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.d2_brier_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.d2_log_loss_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.d2_log_loss_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.dcg_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.dcg_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.det_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.det_curve

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.f1_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.f1_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.fbeta_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.fbeta_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.hamming_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.hamming_loss

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.hinge_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.hinge_loss

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.jaccard_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.jaccard_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.log_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.log_loss

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.matthews_corrcoef`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.matthews_corrcoef

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.multilabel_confusion_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.multilabel_confusion_matrix

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.ndcg_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.ndcg_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.precision_recall_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.precision_recall_curve

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.precision_recall_fscore_support`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.precision_recall_fscore_support

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.precision_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.precision_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.recall_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.recall_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.roc_auc_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.roc_auc_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.roc_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.roc_curve

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.top_k_accuracy_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.top_k_accuracy_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.zero_one_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.zero_one_loss

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.d2_absolute_error_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.d2_absolute_error_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.d2_pinball_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.d2_pinball_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.d2_tweedie_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.d2_tweedie_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.explained_variance_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.explained_variance_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.max_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.max_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_absolute_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_absolute_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_absolute_percentage_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_absolute_percentage_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_gamma_deviance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_gamma_deviance

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_pinball_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_pinball_loss

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_poisson_deviance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_poisson_deviance

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_squared_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_squared_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_squared_log_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_squared_log_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mean_tweedie_deviance`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mean_tweedie_deviance

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.median_absolute_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.median_absolute_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.r2_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.r2_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.root_mean_squared_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.root_mean_squared_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.root_mean_squared_log_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.root_mean_squared_log_error

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.coverage_error`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.coverage_error

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.label_ranking_average_precision_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.label_ranking_average_precision_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.label_ranking_loss`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.label_ranking_loss

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.adjusted_mutual_info_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.adjusted_mutual_info_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.adjusted_rand_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.adjusted_rand_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.calinski_harabasz_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.calinski_harabasz_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.cluster.contingency_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.cluster

        .. autoshortsummary:: sklearn.metrics.cluster.contingency_matrix

        .. div:: caption

          :mod:`sklearn.metrics.cluster`





  * - :obj:`~sklearn.metrics.cluster.pair_confusion_matrix`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.cluster

        .. autoshortsummary:: sklearn.metrics.cluster.pair_confusion_matrix

        .. div:: caption

          :mod:`sklearn.metrics.cluster`





  * - :obj:`~sklearn.metrics.completeness_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.completeness_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.davies_bouldin_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.davies_bouldin_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.fowlkes_mallows_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.fowlkes_mallows_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.homogeneity_completeness_v_measure`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.homogeneity_completeness_v_measure

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.homogeneity_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.homogeneity_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.mutual_info_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.mutual_info_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.normalized_mutual_info_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.normalized_mutual_info_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.rand_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.rand_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.silhouette_samples`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.silhouette_samples

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.silhouette_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.silhouette_score

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.v_measure_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.v_measure_score

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.consensus_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.consensus_score

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.DistanceMetric`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.DistanceMetric

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.pairwise.additive_chi2_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.additive_chi2_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.chi2_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.chi2_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.cosine_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.cosine_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.cosine_similarity`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.cosine_similarity

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.distance_metrics`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.distance_metrics

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.euclidean_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.euclidean_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.haversine_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.haversine_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.kernel_metrics`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.kernel_metrics

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.laplacian_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.laplacian_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.linear_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.linear_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.manhattan_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.manhattan_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.nan_euclidean_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.nan_euclidean_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.paired_cosine_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.paired_cosine_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.paired_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.paired_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.paired_euclidean_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.paired_euclidean_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.paired_manhattan_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.paired_manhattan_distances

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.pairwise_kernels`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.pairwise_kernels

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.polynomial_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.polynomial_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.rbf_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.rbf_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise.sigmoid_kernel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics.pairwise

        .. autoshortsummary:: sklearn.metrics.pairwise.sigmoid_kernel

        .. div:: caption

          :mod:`sklearn.metrics.pairwise`





  * - :obj:`~sklearn.metrics.pairwise_distances`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.pairwise_distances

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.pairwise_distances_argmin`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.pairwise_distances_argmin

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.pairwise_distances_argmin_min`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.pairwise_distances_argmin_min

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.pairwise_distances_chunked`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.pairwise_distances_chunked

        .. div:: caption

          :mod:`sklearn.metrics`







  * - :obj:`~sklearn.metrics.ConfusionMatrixDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.ConfusionMatrixDisplay

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.DetCurveDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.DetCurveDisplay

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.PrecisionRecallDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.PrecisionRecallDisplay

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.PredictionErrorDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.PredictionErrorDisplay

        .. div:: caption

          :mod:`sklearn.metrics`





  * - :obj:`~sklearn.metrics.RocCurveDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.metrics

        .. autoshortsummary:: sklearn.metrics.RocCurveDisplay

        .. div:: caption

          :mod:`sklearn.metrics`









  * - :obj:`~sklearn.mixture.BayesianGaussianMixture`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.mixture

        .. autoshortsummary:: sklearn.mixture.BayesianGaussianMixture

        .. div:: caption

          :mod:`sklearn.mixture`





  * - :obj:`~sklearn.mixture.GaussianMixture`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.mixture

        .. autoshortsummary:: sklearn.mixture.GaussianMixture

        .. div:: caption

          :mod:`sklearn.mixture`









  * - :obj:`~sklearn.model_selection.GroupKFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.GroupKFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.GroupShuffleSplit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.GroupShuffleSplit

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.KFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.KFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.LeaveOneGroupOut`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.LeaveOneGroupOut

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.LeaveOneOut`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.LeaveOneOut

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.LeavePGroupsOut`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.LeavePGroupsOut

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.LeavePOut`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.LeavePOut

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.PredefinedSplit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.PredefinedSplit

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.RepeatedKFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.RepeatedKFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.RepeatedStratifiedKFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.RepeatedStratifiedKFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.ShuffleSplit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.ShuffleSplit

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.StratifiedGroupKFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.StratifiedGroupKFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.StratifiedKFold`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.StratifiedKFold

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.StratifiedShuffleSplit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.StratifiedShuffleSplit

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.TimeSeriesSplit`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.TimeSeriesSplit

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.check_cv`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.check_cv

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.train_test_split`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.train_test_split

        .. div:: caption

          :mod:`sklearn.model_selection`







  * - :obj:`~sklearn.model_selection.GridSearchCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.GridSearchCV

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.HalvingGridSearchCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.HalvingGridSearchCV

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.HalvingRandomSearchCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.HalvingRandomSearchCV

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.ParameterGrid`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.ParameterGrid

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.ParameterSampler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.ParameterSampler

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.RandomizedSearchCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.RandomizedSearchCV

        .. div:: caption

          :mod:`sklearn.model_selection`







  * - :obj:`~sklearn.model_selection.FixedThresholdClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.FixedThresholdClassifier

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.TunedThresholdClassifierCV`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.TunedThresholdClassifierCV

        .. div:: caption

          :mod:`sklearn.model_selection`







  * - :obj:`~sklearn.model_selection.cross_val_predict`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.cross_val_predict

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.cross_val_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.cross_val_score

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.cross_validate`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.cross_validate

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.learning_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.learning_curve

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.permutation_test_score`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.permutation_test_score

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.validation_curve`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.validation_curve

        .. div:: caption

          :mod:`sklearn.model_selection`







  * - :obj:`~sklearn.model_selection.LearningCurveDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.LearningCurveDisplay

        .. div:: caption

          :mod:`sklearn.model_selection`





  * - :obj:`~sklearn.model_selection.ValidationCurveDisplay`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.model_selection

        .. autoshortsummary:: sklearn.model_selection.ValidationCurveDisplay

        .. div:: caption

          :mod:`sklearn.model_selection`









  * - :obj:`~sklearn.multiclass.OneVsOneClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multiclass

        .. autoshortsummary:: sklearn.multiclass.OneVsOneClassifier

        .. div:: caption

          :mod:`sklearn.multiclass`





  * - :obj:`~sklearn.multiclass.OneVsRestClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multiclass

        .. autoshortsummary:: sklearn.multiclass.OneVsRestClassifier

        .. div:: caption

          :mod:`sklearn.multiclass`





  * - :obj:`~sklearn.multiclass.OutputCodeClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multiclass

        .. autoshortsummary:: sklearn.multiclass.OutputCodeClassifier

        .. div:: caption

          :mod:`sklearn.multiclass`









  * - :obj:`~sklearn.multioutput.ClassifierChain`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multioutput

        .. autoshortsummary:: sklearn.multioutput.ClassifierChain

        .. div:: caption

          :mod:`sklearn.multioutput`





  * - :obj:`~sklearn.multioutput.MultiOutputClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multioutput

        .. autoshortsummary:: sklearn.multioutput.MultiOutputClassifier

        .. div:: caption

          :mod:`sklearn.multioutput`





  * - :obj:`~sklearn.multioutput.MultiOutputRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multioutput

        .. autoshortsummary:: sklearn.multioutput.MultiOutputRegressor

        .. div:: caption

          :mod:`sklearn.multioutput`





  * - :obj:`~sklearn.multioutput.RegressorChain`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.multioutput

        .. autoshortsummary:: sklearn.multioutput.RegressorChain

        .. div:: caption

          :mod:`sklearn.multioutput`









  * - :obj:`~sklearn.naive_bayes.BernoulliNB`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.naive_bayes

        .. autoshortsummary:: sklearn.naive_bayes.BernoulliNB

        .. div:: caption

          :mod:`sklearn.naive_bayes`





  * - :obj:`~sklearn.naive_bayes.CategoricalNB`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.naive_bayes

        .. autoshortsummary:: sklearn.naive_bayes.CategoricalNB

        .. div:: caption

          :mod:`sklearn.naive_bayes`





  * - :obj:`~sklearn.naive_bayes.ComplementNB`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.naive_bayes

        .. autoshortsummary:: sklearn.naive_bayes.ComplementNB

        .. div:: caption

          :mod:`sklearn.naive_bayes`





  * - :obj:`~sklearn.naive_bayes.GaussianNB`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.naive_bayes

        .. autoshortsummary:: sklearn.naive_bayes.GaussianNB

        .. div:: caption

          :mod:`sklearn.naive_bayes`





  * - :obj:`~sklearn.naive_bayes.MultinomialNB`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.naive_bayes

        .. autoshortsummary:: sklearn.naive_bayes.MultinomialNB

        .. div:: caption

          :mod:`sklearn.naive_bayes`









  * - :obj:`~sklearn.neighbors.BallTree`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.BallTree

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.KDTree`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.KDTree

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.KNeighborsClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.KNeighborsClassifier

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.KNeighborsRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.KNeighborsRegressor

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.KNeighborsTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.KNeighborsTransformer

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.KernelDensity`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.KernelDensity

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.LocalOutlierFactor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.LocalOutlierFactor

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.NearestCentroid`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.NearestCentroid

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.NearestNeighbors`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.NearestNeighbors

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.NeighborhoodComponentsAnalysis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.NeighborhoodComponentsAnalysis

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.RadiusNeighborsClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.RadiusNeighborsClassifier

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.RadiusNeighborsRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.RadiusNeighborsRegressor

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.RadiusNeighborsTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.RadiusNeighborsTransformer

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.kneighbors_graph`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.kneighbors_graph

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.radius_neighbors_graph`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.radius_neighbors_graph

        .. div:: caption

          :mod:`sklearn.neighbors`





  * - :obj:`~sklearn.neighbors.sort_graph_by_row_values`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neighbors

        .. autoshortsummary:: sklearn.neighbors.sort_graph_by_row_values

        .. div:: caption

          :mod:`sklearn.neighbors`









  * - :obj:`~sklearn.neural_network.BernoulliRBM`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neural_network

        .. autoshortsummary:: sklearn.neural_network.BernoulliRBM

        .. div:: caption

          :mod:`sklearn.neural_network`





  * - :obj:`~sklearn.neural_network.MLPClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neural_network

        .. autoshortsummary:: sklearn.neural_network.MLPClassifier

        .. div:: caption

          :mod:`sklearn.neural_network`





  * - :obj:`~sklearn.neural_network.MLPRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.neural_network

        .. autoshortsummary:: sklearn.neural_network.MLPRegressor

        .. div:: caption

          :mod:`sklearn.neural_network`









  * - :obj:`~sklearn.pipeline.FeatureUnion`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.pipeline

        .. autoshortsummary:: sklearn.pipeline.FeatureUnion

        .. div:: caption

          :mod:`sklearn.pipeline`





  * - :obj:`~sklearn.pipeline.Pipeline`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.pipeline

        .. autoshortsummary:: sklearn.pipeline.Pipeline

        .. div:: caption

          :mod:`sklearn.pipeline`





  * - :obj:`~sklearn.pipeline.make_pipeline`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.pipeline

        .. autoshortsummary:: sklearn.pipeline.make_pipeline

        .. div:: caption

          :mod:`sklearn.pipeline`





  * - :obj:`~sklearn.pipeline.make_union`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.pipeline

        .. autoshortsummary:: sklearn.pipeline.make_union

        .. div:: caption

          :mod:`sklearn.pipeline`









  * - :obj:`~sklearn.preprocessing.Binarizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.Binarizer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.FunctionTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.FunctionTransformer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.KBinsDiscretizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.KBinsDiscretizer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.KernelCenterer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.KernelCenterer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.LabelBinarizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.LabelBinarizer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.LabelEncoder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.LabelEncoder

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.MaxAbsScaler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.MaxAbsScaler

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.MinMaxScaler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.MinMaxScaler

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.MultiLabelBinarizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.MultiLabelBinarizer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.Normalizer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.Normalizer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.OneHotEncoder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.OneHotEncoder

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.OrdinalEncoder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.OrdinalEncoder

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.PolynomialFeatures`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.PolynomialFeatures

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.PowerTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.PowerTransformer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.QuantileTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.QuantileTransformer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.RobustScaler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.RobustScaler

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.SplineTransformer`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.SplineTransformer

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.StandardScaler`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.StandardScaler

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.TargetEncoder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.TargetEncoder

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.add_dummy_feature`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.add_dummy_feature

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.binarize`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.binarize

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.label_binarize`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.label_binarize

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.maxabs_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.maxabs_scale

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.minmax_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.minmax_scale

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.normalize`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.normalize

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.power_transform`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.power_transform

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.quantile_transform`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.quantile_transform

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.robust_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.robust_scale

        .. div:: caption

          :mod:`sklearn.preprocessing`





  * - :obj:`~sklearn.preprocessing.scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.preprocessing

        .. autoshortsummary:: sklearn.preprocessing.scale

        .. div:: caption

          :mod:`sklearn.preprocessing`









  * - :obj:`~sklearn.random_projection.GaussianRandomProjection`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.random_projection

        .. autoshortsummary:: sklearn.random_projection.GaussianRandomProjection

        .. div:: caption

          :mod:`sklearn.random_projection`





  * - :obj:`~sklearn.random_projection.SparseRandomProjection`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.random_projection

        .. autoshortsummary:: sklearn.random_projection.SparseRandomProjection

        .. div:: caption

          :mod:`sklearn.random_projection`





  * - :obj:`~sklearn.random_projection.johnson_lindenstrauss_min_dim`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.random_projection

        .. autoshortsummary:: sklearn.random_projection.johnson_lindenstrauss_min_dim

        .. div:: caption

          :mod:`sklearn.random_projection`









  * - :obj:`~sklearn.semi_supervised.LabelPropagation`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.semi_supervised

        .. autoshortsummary:: sklearn.semi_supervised.LabelPropagation

        .. div:: caption

          :mod:`sklearn.semi_supervised`





  * - :obj:`~sklearn.semi_supervised.LabelSpreading`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.semi_supervised

        .. autoshortsummary:: sklearn.semi_supervised.LabelSpreading

        .. div:: caption

          :mod:`sklearn.semi_supervised`





  * - :obj:`~sklearn.semi_supervised.SelfTrainingClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.semi_supervised

        .. autoshortsummary:: sklearn.semi_supervised.SelfTrainingClassifier

        .. div:: caption

          :mod:`sklearn.semi_supervised`









  * - :obj:`~sklearn.svm.LinearSVC`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.LinearSVC

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.LinearSVR`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.LinearSVR

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.NuSVC`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.NuSVC

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.NuSVR`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.NuSVR

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.OneClassSVM`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.OneClassSVM

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.SVC`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.SVC

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.SVR`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.SVR

        .. div:: caption

          :mod:`sklearn.svm`





  * - :obj:`~sklearn.svm.l1_min_c`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.svm

        .. autoshortsummary:: sklearn.svm.l1_min_c

        .. div:: caption

          :mod:`sklearn.svm`









  * - :obj:`~sklearn.tree.DecisionTreeClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.DecisionTreeClassifier

        .. div:: caption

          :mod:`sklearn.tree`





  * - :obj:`~sklearn.tree.DecisionTreeRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.DecisionTreeRegressor

        .. div:: caption

          :mod:`sklearn.tree`





  * - :obj:`~sklearn.tree.ExtraTreeClassifier`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.ExtraTreeClassifier

        .. div:: caption

          :mod:`sklearn.tree`





  * - :obj:`~sklearn.tree.ExtraTreeRegressor`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.ExtraTreeRegressor

        .. div:: caption

          :mod:`sklearn.tree`







  * - :obj:`~sklearn.tree.export_graphviz`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.export_graphviz

        .. div:: caption

          :mod:`sklearn.tree`





  * - :obj:`~sklearn.tree.export_text`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.export_text

        .. div:: caption

          :mod:`sklearn.tree`







  * - :obj:`~sklearn.tree.plot_tree`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.tree

        .. autoshortsummary:: sklearn.tree.plot_tree

        .. div:: caption

          :mod:`sklearn.tree`









  * - :obj:`~sklearn.utils.Bunch`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.Bunch

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils._safe_indexing`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils._safe_indexing

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.as_float_array`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.as_float_array

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.assert_all_finite`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.assert_all_finite

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.deprecated`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.deprecated

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.estimator_html_repr`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.estimator_html_repr

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.gen_batches`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.gen_batches

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.gen_even_slices`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.gen_even_slices

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.indexable`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.indexable

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.murmurhash3_32`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.murmurhash3_32

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.resample`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.resample

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.safe_mask`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.safe_mask

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.safe_sqr`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.safe_sqr

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.shuffle`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.shuffle

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.Tags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.Tags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.InputTags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.InputTags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.TargetTags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.TargetTags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.ClassifierTags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.ClassifierTags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.RegressorTags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.RegressorTags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.TransformerTags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.TransformerTags

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.get_tags`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.get_tags

        .. div:: caption

          :mod:`sklearn.utils`







  * - :obj:`~sklearn.utils.check_X_y`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.check_X_y

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.check_array`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.check_array

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.check_consistent_length`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.check_consistent_length

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.check_random_state`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.check_random_state

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.check_scalar`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils

        .. autoshortsummary:: sklearn.utils.check_scalar

        .. div:: caption

          :mod:`sklearn.utils`





  * - :obj:`~sklearn.utils.validation.check_is_fitted`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.check_is_fitted

        .. div:: caption

          :mod:`sklearn.utils.validation`





  * - :obj:`~sklearn.utils.validation.check_memory`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.check_memory

        .. div:: caption

          :mod:`sklearn.utils.validation`





  * - :obj:`~sklearn.utils.validation.check_symmetric`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.check_symmetric

        .. div:: caption

          :mod:`sklearn.utils.validation`





  * - :obj:`~sklearn.utils.validation.column_or_1d`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.column_or_1d

        .. div:: caption

          :mod:`sklearn.utils.validation`





  * - :obj:`~sklearn.utils.validation.has_fit_parameter`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.has_fit_parameter

        .. div:: caption

          :mod:`sklearn.utils.validation`





  * - :obj:`~sklearn.utils.validation.validate_data`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.validation

        .. autoshortsummary:: sklearn.utils.validation.validate_data

        .. div:: caption

          :mod:`sklearn.utils.validation`







  * - :obj:`~sklearn.utils.metaestimators.available_if`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.metaestimators

        .. autoshortsummary:: sklearn.utils.metaestimators.available_if

        .. div:: caption

          :mod:`sklearn.utils.metaestimators`







  * - :obj:`~sklearn.utils.class_weight.compute_class_weight`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.class_weight

        .. autoshortsummary:: sklearn.utils.class_weight.compute_class_weight

        .. div:: caption

          :mod:`sklearn.utils.class_weight`





  * - :obj:`~sklearn.utils.class_weight.compute_sample_weight`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.class_weight

        .. autoshortsummary:: sklearn.utils.class_weight.compute_sample_weight

        .. div:: caption

          :mod:`sklearn.utils.class_weight`







  * - :obj:`~sklearn.utils.multiclass.is_multilabel`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.multiclass

        .. autoshortsummary:: sklearn.utils.multiclass.is_multilabel

        .. div:: caption

          :mod:`sklearn.utils.multiclass`





  * - :obj:`~sklearn.utils.multiclass.type_of_target`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.multiclass

        .. autoshortsummary:: sklearn.utils.multiclass.type_of_target

        .. div:: caption

          :mod:`sklearn.utils.multiclass`





  * - :obj:`~sklearn.utils.multiclass.unique_labels`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.multiclass

        .. autoshortsummary:: sklearn.utils.multiclass.unique_labels

        .. div:: caption

          :mod:`sklearn.utils.multiclass`







  * - :obj:`~sklearn.utils.extmath.density`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.density

        .. div:: caption

          :mod:`sklearn.utils.extmath`





  * - :obj:`~sklearn.utils.extmath.fast_logdet`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.fast_logdet

        .. div:: caption

          :mod:`sklearn.utils.extmath`





  * - :obj:`~sklearn.utils.extmath.randomized_range_finder`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.randomized_range_finder

        .. div:: caption

          :mod:`sklearn.utils.extmath`





  * - :obj:`~sklearn.utils.extmath.randomized_svd`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.randomized_svd

        .. div:: caption

          :mod:`sklearn.utils.extmath`





  * - :obj:`~sklearn.utils.extmath.safe_sparse_dot`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.safe_sparse_dot

        .. div:: caption

          :mod:`sklearn.utils.extmath`





  * - :obj:`~sklearn.utils.extmath.weighted_mode`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.extmath

        .. autoshortsummary:: sklearn.utils.extmath.weighted_mode

        .. div:: caption

          :mod:`sklearn.utils.extmath`







  * - :obj:`~sklearn.utils.sparsefuncs.incr_mean_variance_axis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.incr_mean_variance_axis

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.inplace_column_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.inplace_column_scale

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.inplace_csr_column_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.inplace_csr_column_scale

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.inplace_row_scale`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.inplace_row_scale

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.inplace_swap_column`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.inplace_swap_column

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.inplace_swap_row`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.inplace_swap_row

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`





  * - :obj:`~sklearn.utils.sparsefuncs.mean_variance_axis`

    - .. div:: sk-apisearch-desc

        .. currentmodule:: sklearn.utils.sparsefuncs

        .. autoshortsummary:: sklearn.utils.sparsefuncs.mean_variance_axis

        .. div:: caption

          :mod:`sklearn.utils.sparsefuncs`







  * - :obj:`~sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l1`

    - .. div:: sk-apisearch-desc

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          :mod:`sklearn.utils.sparsefuncs_fast`





  * - :obj:`~sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l2`

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          :mod:`sklearn.utils.sparsefuncs_fast`







  * - :obj:`~sklearn.utils.graph.single_source_shortest_path_length`

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        .. currentmodule:: sklearn.utils.graph

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          :mod:`sklearn.utils.graph`







  * - :obj:`~sklearn.utils.random.sample_without_replacement`

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        .. currentmodule:: sklearn.utils.random

        .. autoshortsummary:: sklearn.utils.random.sample_without_replacement

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          :mod:`sklearn.utils.random`







  * - :obj:`~sklearn.utils.arrayfuncs.min_pos`

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        .. autoshortsummary:: sklearn.utils.arrayfuncs.min_pos

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          :mod:`sklearn.utils.arrayfuncs`







  * - :obj:`~sklearn.utils.metadata_routing.MetadataRequest`

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        .. currentmodule:: sklearn.utils.metadata_routing

        .. autoshortsummary:: sklearn.utils.metadata_routing.MetadataRequest

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          :mod:`sklearn.utils.metadata_routing`





  * - :obj:`~sklearn.utils.metadata_routing.MetadataRouter`

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        .. currentmodule:: sklearn.utils.metadata_routing

        .. autoshortsummary:: sklearn.utils.metadata_routing.MetadataRouter

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          :mod:`sklearn.utils.metadata_routing`





  * - :obj:`~sklearn.utils.metadata_routing.MethodMapping`

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        .. currentmodule:: sklearn.utils.metadata_routing

        .. autoshortsummary:: sklearn.utils.metadata_routing.MethodMapping

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          :mod:`sklearn.utils.metadata_routing`





  * - :obj:`~sklearn.utils.metadata_routing.get_routing_for_object`

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        .. currentmodule:: sklearn.utils.metadata_routing

        .. autoshortsummary:: sklearn.utils.metadata_routing.get_routing_for_object

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          :mod:`sklearn.utils.metadata_routing`





  * - :obj:`~sklearn.utils.metadata_routing.process_routing`

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        .. currentmodule:: sklearn.utils.metadata_routing

        .. autoshortsummary:: sklearn.utils.metadata_routing.process_routing

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          :mod:`sklearn.utils.metadata_routing`







  * - :obj:`~sklearn.utils.discovery.all_displays`

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        .. currentmodule:: sklearn.utils.discovery

        .. autoshortsummary:: sklearn.utils.discovery.all_displays

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          :mod:`sklearn.utils.discovery`





  * - :obj:`~sklearn.utils.discovery.all_estimators`

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        .. currentmodule:: sklearn.utils.discovery

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          :mod:`sklearn.utils.discovery`





  * - :obj:`~sklearn.utils.discovery.all_functions`

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        .. currentmodule:: sklearn.utils.discovery

        .. autoshortsummary:: sklearn.utils.discovery.all_functions

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          :mod:`sklearn.utils.discovery`







  * - :obj:`~sklearn.utils.estimator_checks.check_estimator`

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        .. currentmodule:: sklearn.utils.estimator_checks

        .. autoshortsummary:: sklearn.utils.estimator_checks.check_estimator

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          :mod:`sklearn.utils.estimator_checks`





  * - :obj:`~sklearn.utils.estimator_checks.parametrize_with_checks`

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        .. autoshortsummary:: sklearn.utils.estimator_checks.parametrize_with_checks

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          :mod:`sklearn.utils.estimator_checks`





  * - :obj:`~sklearn.utils.estimator_checks.estimator_checks_generator`

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        .. currentmodule:: sklearn.utils.estimator_checks

        .. autoshortsummary:: sklearn.utils.estimator_checks.estimator_checks_generator

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          :mod:`sklearn.utils.estimator_checks`







  * - :obj:`~sklearn.utils.parallel.Parallel`

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        .. currentmodule:: sklearn.utils.parallel

        .. autoshortsummary:: sklearn.utils.parallel.Parallel

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          :mod:`sklearn.utils.parallel`





  * - :obj:`~sklearn.utils.parallel.delayed`

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        .. currentmodule:: sklearn.utils.parallel

        .. autoshortsummary:: sklearn.utils.parallel.delayed

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          :mod:`sklearn.utils.parallel`




