Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.exploratory.outliers.MSPlotOutlierDetector method) (skfda.exploratory.visualization.Boxplot method) (skfda.exploratory.visualization.clustering.ClusterMembershipLinesPlot method) (skfda.exploratory.visualization.clustering.ClusterMembershipPlot method) (skfda.exploratory.visualization.clustering.ClusterPlot method) (skfda.exploratory.visualization.FPCAPlot method) (skfda.exploratory.visualization.MagnitudeShapePlot method) (skfda.exploratory.visualization.Outliergram method) (skfda.exploratory.visualization.ParametricPlot method) (skfda.exploratory.visualization.representation.GraphPlot method) (skfda.exploratory.visualization.representation.ScatterPlot method) (skfda.exploratory.visualization.SurfaceBoxplot method) (skfda.misc.covariances.Brownian method) (skfda.misc.covariances.Covariance method) (skfda.misc.covariances.Exponential method) (skfda.misc.covariances.Gaussian method) (skfda.misc.covariances.Linear method) (skfda.misc.covariances.Matern method) (skfda.misc.covariances.Polynomial method) (skfda.misc.covariances.WhiteNoise method) (skfda.misc.hat_matrix.HatMatrix method) (skfda.misc.hat_matrix.KNeighborsHatMatrix method) (skfda.misc.hat_matrix.LocalLinearRegressionHatMatrix method) (skfda.misc.hat_matrix.NadarayaWatsonHatMatrix method) (skfda.misc.metrics.LpDistance method) (skfda.misc.metrics.LpNorm method) (skfda.misc.metrics.MahalanobisDistance method) (skfda.misc.metrics.NormInducedMetric method) (skfda.misc.metrics.PairwiseMetric method) (skfda.misc.metrics.TransformationMetric method) (skfda.misc.operators.Identity method) (skfda.misc.operators.LinearDifferentialOperator method) (skfda.misc.operators.SRSF method) (skfda.misc.regularization.L2Regularization method) (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.AgglomerativeClustering method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.AsymptoticIndependenceTestStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.DependenceThresholdRedundancy method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ScoreThresholdStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.feature_construction.PerClassTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.registration.validation.AmplitudePhaseDecomposition method) (skfda.preprocessing.registration.validation.LeastSquares method) (skfda.preprocessing.registration.validation.PairwiseCorrelation method) (skfda.preprocessing.registration.validation.SobolevLeastSquares method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.LinearSmootherGeneralizedCVScorer method) (skfda.preprocessing.smoothing.validation.LinearSmootherLeaveOneOutScorer method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.evaluator.Evaluator method) (skfda.representation.extrapolation.BoundaryExtrapolation method) (skfda.representation.extrapolation.ExceptionExtrapolation method) (skfda.representation.extrapolation.FillExtrapolation method) (skfda.representation.extrapolation.PeriodicExtrapolation method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) (skfda.representation.interpolation.SplineInterpolation method) A AgglomerativeClustering (class in skfda.ml.clustering) akaike_information_criterion() (in module skfda.preprocessing.smoothing.validation) AmplitudePhaseDecomposition (class in skfda.preprocessing.registration.validation) angular_distance (in module skfda.misc.metrics) argmax() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) argmin() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) argsort() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) astype() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) AsymptoticIndependenceTestStop (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) B BandDepth (class in skfda.exploratory.depth) Basis (class in skfda.representation.basis) BasisSmoother (class in skfda.preprocessing.smoothing) begin() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) BoundaryExtrapolation (class in skfda.representation.extrapolation) Boxplot (class in skfda.exploratory.visualization) BoxplotOutlierDetector (class in skfda.exploratory.outliers) Brownian (class in skfda.misc.covariances) BSpline (class in skfda.representation.basis) BSplineBasis (class in skfda.representation.basis) C chi_bound() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.AsymptoticIndependenceTestStop method) ClusterMembershipLinesPlot (class in skfda.exploratory.visualization.clustering) ClusterMembershipPlot (class in skfda.exploratory.visualization.clustering) ClusterPlot (class in skfda.exploratory.visualization.clustering) codomain compose() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) concatenate() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) conditional_mean() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) ConditionalMeanCorrection (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) conditioned() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) Constant (class in skfda.representation.basis) constant_weights() (skfda.misc.operators.LinearDifferentialOperator method) ConstantBasis (class in skfda.representation.basis) coordinate_basis_and_coefs() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) copy() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) correct() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) Correction (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) cosine_similarity() (in module skfda.misc) cosine_similarity_matrix() (in module skfda.misc) cov() (in module skfda.exploratory.stats) (skfda.representation.basis.FDataBasis method) (skfda.representation.grid.FDataGrid method) cov_fun() (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) Covariance (class in skfda.misc.covariances) curve D DDClassifier (class in skfda.ml.classification) DDGClassifier (class in skfda.ml.classification) decision_function() (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) delete() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) DependenceThresholdRedundancy (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) Depth (class in skfda.exploratory.depth) depth_based_median() (in module skfda.exploratory.stats) derivative() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) derivative_basis_and_coefs() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) directional_outlyingness_stats() (in module skfda.exploratory.outliers) DistanceBasedDepth (class in skfda.exploratory.depth) domain domain range dropna() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) DTMClassifier (class in skfda.ml.classification) E equals() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) evaluate() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) Evaluator (class in skfda.representation.evaluator) ExceptionExtrapolation (class in skfda.representation.extrapolation) explained_variance_score() (in module skfda.misc.scoring) Exponential (class in skfda.misc.covariances) F factorize() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) FDA FDAFeatureUnion (class in skfda.preprocessing.feature_construction) FData (class in skfda.representation) FDataBasis (class in skfda.representation.basis) FDataGrid (class in skfda.representation.grid) fetch_aemet() (in module skfda.datasets) fetch_cran() (in module skfda.datasets) fetch_gait() (in module skfda.datasets) fetch_growth() (in module skfda.datasets) fetch_mco() (in module skfda.datasets) fetch_medflies() (in module skfda.datasets) fetch_nox() (in module skfda.datasets) fetch_octane() (in module skfda.datasets) fetch_phoneme() (in module skfda.datasets) fetch_tecator() (in module skfda.datasets) fetch_ucr() (in module skfda.datasets) fetch_weather() (in module skfda.datasets) FillExtrapolation (class in skfda.representation.extrapolation) fillna() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) finite_prediction_error() (in module skfda.preprocessing.smoothing.validation) FiniteElement (class in skfda.representation.basis) FiniteElementBasis (class in skfda.representation.basis) fisher_rao_amplitude_distance() (in module skfda.misc.metrics) fisher_rao_distance (in module skfda.misc.metrics) fisher_rao_karcher_mean() (in module skfda.exploratory.stats) fisher_rao_phase_distance() (in module skfda.misc.metrics) FisherRaoElasticRegistration (class in skfda.preprocessing.registration) fit() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.misc.metrics.MahalanobisDistance method) (skfda.misc.operators.SRSF method) (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.AgglomerativeClustering method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.feature_construction.PerClassTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) fit_predict() (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.exploratory.outliers.MSPlotOutlierDetector method) (skfda.ml.clustering.AgglomerativeClustering method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.regression.HistoricalLinearRegression method) fit_transform() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.misc.operators.SRSF method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.feature_construction.PerClassTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) Fourier (class in skfda.representation.basis) FourierBasis (class in skfda.representation.basis) FPCA (class in skfda.preprocessing.dim_reduction) FPCAPlot (class in skfda.exploratory.visualization) from_data() (skfda.representation.basis.FDataBasis class method) functional data Functional Data Analysis functional data object functional data objects functional object functional objects functional observation functional observations FuzzyCMeans (class in skfda.ml.clustering) G Gaussian (class in skfda.misc.covariances) GaussianConditionedCorrection (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) GaussianCorrection (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) GaussianSampleCorrection (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) geometric_median() (in module skfda.exploratory.stats) get_feature_names_out() (skfda.preprocessing.feature_construction.FDAFeatureUnion method) get_params() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.exploratory.outliers.MSPlotOutlierDetector method) (skfda.misc.hat_matrix.HatMatrix method) (skfda.misc.hat_matrix.KNeighborsHatMatrix method) (skfda.misc.hat_matrix.LocalLinearRegressionHatMatrix method) (skfda.misc.hat_matrix.NadarayaWatsonHatMatrix method) (skfda.misc.metrics.MahalanobisDistance method) (skfda.misc.operators.SRSF method) (skfda.misc.regularization.L2Regularization method) (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.AgglomerativeClustering method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.AsymptoticIndependenceTestStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.DependenceThresholdRedundancy method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ScoreThresholdStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) get_support() (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) gmean() (in module skfda.exploratory.stats) (skfda.representation.grid.FDataGrid method) gram_matrix() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) GraphPlot (class in skfda.exploratory.visualization.representation) H hat_matrix() (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) HatMatrix (class in skfda.misc.hat_matrix) heatmap() (skfda.misc.covariances.Brownian method) (skfda.misc.covariances.Covariance method) (skfda.misc.covariances.Exponential method) (skfda.misc.covariances.Gaussian method) (skfda.misc.covariances.Linear method) (skfda.misc.covariances.Matern method) (skfda.misc.covariances.Polynomial method) (skfda.misc.covariances.WhiteNoise method) HistoricalLinearRegression (class in skfda.ml.regression) hotelling_t2() (in module skfda.inference.hotelling) hotelling_test_ind() (in module skfda.inference.hotelling) hover() (skfda.exploratory.visualization.Boxplot method) (skfda.exploratory.visualization.clustering.ClusterMembershipLinesPlot method) (skfda.exploratory.visualization.clustering.ClusterMembershipPlot method) (skfda.exploratory.visualization.clustering.ClusterPlot method) (skfda.exploratory.visualization.FPCAPlot method) (skfda.exploratory.visualization.MagnitudeShapePlot method) (skfda.exploratory.visualization.Outliergram method) (skfda.exploratory.visualization.ParametricPlot method) (skfda.exploratory.visualization.representation.GraphPlot method) (skfda.exploratory.visualization.representation.ScatterPlot method) (skfda.exploratory.visualization.SurfaceBoxplot method) I Identity (class in skfda.misc.operators) image inner_product() (in module skfda.misc) inner_product_matrix() (in module skfda.misc) (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) insert() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) integrate() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) IntegratedDepth (class in skfda.exploratory.depth) inverse_transform() (skfda.misc.operators.SRSF method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) invert_warping() (in module skfda.preprocessing.registration) is_domain_range_fixed() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) isin() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) isna() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) K KernelRegression (class in skfda.ml.regression) KernelSmoother (class in skfda.preprocessing.smoothing) KMeans (class in skfda.ml.clustering) kneighbors() (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.KNeighborsRegressor method) kneighbors_graph() (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.KNeighborsRegressor method) KNeighborsClassifier (class in skfda.ml.classification) KNeighborsHatMatrix (class in skfda.misc.hat_matrix) KNeighborsRegressor (class in skfda.ml.regression) L L2Regularization (class in skfda.misc.regularization) landmark_elastic_registration() (in module skfda.preprocessing.registration) landmark_elastic_registration_warping() (in module skfda.preprocessing.registration) landmark_shift_deltas() (in module skfda.preprocessing.registration) landmark_shift_registration() (in module skfda.preprocessing.registration) LeastSquares (class in skfda.preprocessing.registration.validation) LeastSquaresShiftRegistration (class in skfda.preprocessing.registration) Linear (class in skfda.misc.covariances) LinearDifferentialOperator (class in skfda.misc.operators) LinearRegression (class in skfda.ml.regression) LinearSmootherGeneralizedCVScorer (class in skfda.preprocessing.smoothing.validation) LinearSmootherLeaveOneOutScorer (class in skfda.preprocessing.smoothing.validation) local_averages() (in module skfda.preprocessing.feature_construction) LocalAveragesTransformer (class in skfda.preprocessing.feature_construction) LocalLinearRegressionHatMatrix (class in skfda.misc.hat_matrix) LogisticRegression (class in skfda.ml.classification) lp_distance() (in module skfda.misc.metrics) lp_norm() (in module skfda.misc.metrics) LpDistance (class in skfda.misc.metrics) LpNorm (class in skfda.misc.metrics) M MagnitudeShapePlot (class in skfda.exploratory.visualization) MahalanobisDistance (class in skfda.misc.metrics) make_gaussian() (in module skfda.datasets) make_gaussian_process() (in module skfda.datasets) make_multimodal_landmarks() (in module skfda.datasets) make_multimodal_samples() (in module skfda.datasets) make_random_warping() (in module skfda.datasets) make_sinusoidal_process() (in module skfda.datasets) Matern (class in skfda.misc.covariances) MaximaHunting (class in skfda.preprocessing.dim_reduction.variable_selection) MaximumDepthClassifier (class in skfda.ml.classification) mean() (in module skfda.exploratory.stats) (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) mean_absolute_error() (in module skfda.misc.scoring) mean_absolute_percentage_error() (in module skfda.misc.scoring) mean_squared_error() (in module skfda.misc.scoring) mean_squared_log_error() (in module skfda.misc.scoring) MinimumRedundancyMaximumRelevance (class in skfda.preprocessing.dim_reduction.variable_selection) modified_epigraph_index() (in module skfda.exploratory.stats) ModifiedBandDepth (class in skfda.exploratory.depth) Monomial (class in skfda.representation.basis) MonomialBasis (class in skfda.representation.basis) MSPlotOutlierDetector (class in skfda.exploratory.outliers) multivariate functional data multivariate object multivariate objects N NadarayaWatsonHatMatrix (class in skfda.misc.hat_matrix) NearestCentroid (class in skfda.ml.classification) NearestNeighbors (class in skfda.ml.clustering) normalize_warping() (in module skfda.preprocessing.registration) NormInducedMetric (class in skfda.misc.metrics) number_crossings() (in module skfda.preprocessing.feature_construction) NumberCrossingsTransformer (class in skfda.preprocessing.feature_construction) O occupation_measure() (in module skfda.preprocessing.feature_construction) OccupationMeasureTransformer (class in skfda.preprocessing.feature_construction) oneway_anova() (in module skfda.inference.anova) operator operators Outliergram (class in skfda.exploratory.visualization) Outlyingness (class in skfda.exploratory.depth) OutlyingnessBasedDepth (class in skfda.exploratory.depth) P PairwiseCorrelation (class in skfda.preprocessing.registration.validation) PairwiseMetric (class in skfda.misc.metrics) ParametricPlot (class in skfda.exploratory.visualization) penalty_matrix() (skfda.misc.regularization.L2Regularization method) PerClassTransformer (class in skfda.preprocessing.feature_construction) PeriodicExtrapolation (class in skfda.representation.extrapolation) plot() (skfda.exploratory.visualization.Boxplot method) (skfda.exploratory.visualization.clustering.ClusterMembershipLinesPlot method) (skfda.exploratory.visualization.clustering.ClusterMembershipPlot method) (skfda.exploratory.visualization.clustering.ClusterPlot method) (skfda.exploratory.visualization.FPCAPlot method) (skfda.exploratory.visualization.MagnitudeShapePlot method) (skfda.exploratory.visualization.Outliergram method) (skfda.exploratory.visualization.ParametricPlot method) (skfda.exploratory.visualization.representation.GraphPlot method) (skfda.exploratory.visualization.representation.ScatterPlot method) (skfda.exploratory.visualization.SurfaceBoxplot method) (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) Polynomial (class in skfda.misc.covariances) predict() (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) predict_log_proba() (skfda.ml.classification.LogisticRegression method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) predict_proba() (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) ProjectionDepth (class in skfda.exploratory.depth.multivariate) Q QuadraticDiscriminantAnalysis (class in skfda.ml.classification) R r2_score() (in module skfda.misc.scoring) radius_neighbors() (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.RadiusNeighborsRegressor method) radius_neighbors_graph() (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.RadiusNeighborsRegressor method) RadiusNeighborsClassifier (class in skfda.ml.classification) RadiusNeighborsRegressor (class in skfda.ml.regression) ravel() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) RecursiveMaximaHunting (class in skfda.preprocessing.dim_reduction.variable_selection) repeat() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) rescale() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) restrict() (skfda.representation.grid.FDataGrid method) rice() (in module skfda.preprocessing.smoothing.validation) RKHSVariableSelection (class in skfda.preprocessing.dim_reduction.variable_selection) round() (skfda.representation.grid.FDataGrid method) S scatter() (skfda.representation.grid.FDataGrid method) ScatterPlot (class in skfda.exploratory.visualization.representation) score() (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) score_function() (skfda.preprocessing.registration.validation.AmplitudePhaseDecomposition method) (skfda.preprocessing.registration.validation.LeastSquares method) (skfda.preprocessing.registration.validation.PairwiseCorrelation method) (skfda.preprocessing.registration.validation.SobolevLeastSquares method) score_samples() (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) ScoreThresholdStop (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) searchsorted() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) set_output() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.misc.operators.SRSF method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.feature_construction.PerClassTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) set_params() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.exploratory.outliers.BoxplotOutlierDetector method) (skfda.exploratory.outliers.MSPlotOutlierDetector method) (skfda.misc.hat_matrix.HatMatrix method) (skfda.misc.hat_matrix.KNeighborsHatMatrix method) (skfda.misc.hat_matrix.LocalLinearRegressionHatMatrix method) (skfda.misc.hat_matrix.NadarayaWatsonHatMatrix method) (skfda.misc.metrics.MahalanobisDistance method) (skfda.misc.operators.SRSF method) (skfda.misc.regularization.L2Regularization method) (skfda.ml.classification.DDClassifier method) (skfda.ml.classification.DDGClassifier method) (skfda.ml.classification.DTMClassifier method) (skfda.ml.classification.KNeighborsClassifier method) (skfda.ml.classification.LogisticRegression method) (skfda.ml.classification.MaximumDepthClassifier method) (skfda.ml.classification.NearestCentroid method) (skfda.ml.classification.QuadraticDiscriminantAnalysis method) (skfda.ml.classification.RadiusNeighborsClassifier method) (skfda.ml.clustering.AgglomerativeClustering method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.ml.clustering.NearestNeighbors method) (skfda.ml.regression.HistoricalLinearRegression method) (skfda.ml.regression.KernelRegression method) (skfda.ml.regression.KNeighborsRegressor method) (skfda.ml.regression.LinearRegression method) (skfda.ml.regression.RadiusNeighborsRegressor method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.AsymptoticIndependenceTestStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ConditionalMeanCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.Correction method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.DependenceThresholdRedundancy method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianConditionedCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.GaussianSampleCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.ScoreThresholdStop method) (skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting.UniformCorrection method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) shibata() (in module skfda.preprocessing.smoothing.validation) shift() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) SimplicialDepth (class in skfda.exploratory.depth.multivariate) SmoothingParameterSearch (class in skfda.preprocessing.smoothing.validation) SobolevLeastSquares (class in skfda.preprocessing.registration.validation) SplineInterpolation (class in skfda.representation.interpolation) SRSF (class in skfda.misc.operators) StahelDonohoOutlyingness (class in skfda.exploratory.depth.multivariate) stats() (skfda.preprocessing.registration.validation.AmplitudePhaseDecomposition method) sum() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) SurfaceBoxplot (class in skfda.exploratory.visualization) T take() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) Tensor (class in skfda.representation.basis) TensorBasis (class in skfda.representation.basis) to_basis() (skfda.representation.basis.Basis method) (skfda.representation.basis.BSpline method) (skfda.representation.basis.BSplineBasis method) (skfda.representation.basis.Constant method) (skfda.representation.basis.ConstantBasis method) (skfda.representation.basis.FDataBasis method) (skfda.representation.basis.FiniteElement method) (skfda.representation.basis.FiniteElementBasis method) (skfda.representation.basis.Fourier method) (skfda.representation.basis.FourierBasis method) (skfda.representation.basis.Monomial method) (skfda.representation.basis.MonomialBasis method) (skfda.representation.basis.Tensor method) (skfda.representation.basis.TensorBasis method) (skfda.representation.basis.VectorValued method) (skfda.representation.basis.VectorValuedBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) to_grid() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) to_numpy() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) to_sklearn() (skfda.misc.covariances.Brownian method) (skfda.misc.covariances.Covariance method) (skfda.misc.covariances.Exponential method) (skfda.misc.covariances.Gaussian method) (skfda.misc.covariances.Linear method) (skfda.misc.covariances.Matern method) (skfda.misc.covariances.Polynomial method) (skfda.misc.covariances.WhiteNoise method) tolist() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) trajectory transform() (skfda.exploratory.depth.BandDepth method) (skfda.exploratory.depth.Depth method) (skfda.exploratory.depth.DistanceBasedDepth method) (skfda.exploratory.depth.IntegratedDepth method) (skfda.exploratory.depth.ModifiedBandDepth method) (skfda.exploratory.depth.multivariate.ProjectionDepth method) (skfda.exploratory.depth.multivariate.SimplicialDepth method) (skfda.exploratory.depth.multivariate.StahelDonohoOutlyingness method) (skfda.exploratory.depth.Outlyingness method) (skfda.exploratory.depth.OutlyingnessBasedDepth method) (skfda.misc.operators.SRSF method) (skfda.ml.clustering.FuzzyCMeans method) (skfda.ml.clustering.KMeans method) (skfda.preprocessing.dim_reduction.FPCA method) (skfda.preprocessing.dim_reduction.variable_selection.MaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.MinimumRedundancyMaximumRelevance method) (skfda.preprocessing.dim_reduction.variable_selection.RecursiveMaximaHunting method) (skfda.preprocessing.dim_reduction.variable_selection.RKHSVariableSelection method) (skfda.preprocessing.feature_construction.FDAFeatureUnion method) (skfda.preprocessing.feature_construction.LocalAveragesTransformer method) (skfda.preprocessing.feature_construction.NumberCrossingsTransformer method) (skfda.preprocessing.feature_construction.OccupationMeasureTransformer method) (skfda.preprocessing.feature_construction.PerClassTransformer method) (skfda.preprocessing.registration.FisherRaoElasticRegistration method) (skfda.preprocessing.registration.LeastSquaresShiftRegistration method) (skfda.preprocessing.smoothing.BasisSmoother method) (skfda.preprocessing.smoothing.KernelSmoother method) (skfda.preprocessing.smoothing.validation.SmoothingParameterSearch method) TransformationMetric (class in skfda.misc.metrics) transpose() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) trim_mean() (in module skfda.exploratory.stats) U UniformCorrection (class in skfda.preprocessing.dim_reduction.variable_selection.recursive_maxima_hunting) unique() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) V v_asymptotic_stat() (in module skfda.inference.anova) v_sample_stat() (in module skfda.inference.anova) var() (in module skfda.exploratory.stats) (skfda.representation.basis.FDataBasis method) (skfda.representation.grid.FDataGrid method) vector-valued function VectorValued (class in skfda.representation.basis) VectorValuedBasis (class in skfda.representation.basis) view() (skfda.representation.basis.FDataBasis method) (skfda.representation.FData method) (skfda.representation.grid.FDataGrid method) W WhiteNoise (class in skfda.misc.covariances)
