Index

_

__abstractmethods__ (kerch.utils.errors.BijectionError attribute) (kerch.utils.errors.ExplicitError attribute) (kerch.utils.errors.ImplicitError attribute) (kerch.utils.errors.KerchError attribute) (kerch.utils.errors.MultiViewError attribute) (kerch.utils.errors.NotInitializedError attribute) (kerch.utils.errors.RepresentationError attribute) __annotations__ (kerch.utils.errors.ExplicitError attribute) (kerch.utils.errors.ImplicitError attribute) (kerch.utils.errors.KerchError attribute) (kerch.utils.errors.MultiViewError attribute) (kerch.utils.errors.NotInitializedError attribute) (kerch.utils.errors.RepresentationError attribute) __init__() (kerch.utils.errors.BijectionError method) (kerch.utils.errors.ExplicitError method) (kerch.utils.errors.ImplicitError method) (kerch.utils.errors.KerchError method) (kerch.utils.errors.MultiViewError method) (kerch.utils.errors.NotInitializedError method) (kerch.utils.errors.RepresentationError method)

__module__ (kerch.utils.errors.BijectionError attribute) (kerch.utils.errors.ExplicitError attribute) (kerch.utils.errors.ImplicitError attribute) (kerch.utils.errors.KerchError attribute) (kerch.utils.errors.MultiViewError attribute) (kerch.utils.errors.NotInitializedError attribute) (kerch.utils.errors.RepresentationError attribute) __weakref__ (kerch.utils.errors.KerchError attribute) _apply() (kerch.feature.Cache method) _BaseKernel (class in kerch.kernel) _clean_cache() (kerch.feature.Cache method) _euclidean_parameters() (kerch.feature.Module method) _get() (kerch.feature.Cache method) _logger (kerch.feature.Logger property) _remove_from_cache() (kerch.feature.Cache method) _reset_cache() (kerch.feature.Cache method) _save() (kerch.feature.Cache method) _slow_parameters() (kerch.feature.Module method) _stiefel_parameters() (kerch.feature.Module method)

A

activation_fn() (kerch.kernel.RFF method) activation_fn_inv() (kerch.kernel.RFF method) add_offspring() (kerch.transform.TransformTree method) add_parent() (kerch.transform.TransformTree method) AdditiveChi2 (class in kerch.kernel) after_step() (kerch.feature.Module method) (kerch.kernel.RFF method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) alpha (kerch.kernel.Polynomial property)

alpha_trainable (kerch.kernel.Polynomial property) apply() (kerch.transform.TransformTree method) attach_to() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) attach_view() (kerch.level.MVKPCA method) attached (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

B

base_kernel (kerch.kernel.Nystrom property) beautify_transform() (kerch.transform.TransformTree static method) before_step() (kerch.feature.Module method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) beta (kerch.kernel.Polynomial property)

beta_trainable (kerch.kernel.Polynomial property) bias (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) bias_trainable (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) BijectionError

C

C (kerch.kernel._BaseKernel property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Kernel property) (kerch.kernel.Linear property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.RFF property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) c() (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) C_reconstructed (kerch.level.KPCA property) Cache (class in kerch.feature) cache_keys() (kerch.feature.Cache method) (kerch.feature.Sample method) (kerch.feature.Stochastic method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) (kerch.transform.TransformTree method) cache_level (kerch.feature.Cache property) (kerch.feature.Sample property) (kerch.feature.Stochastic property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) (kerch.transform.TransformTree property) capitalize_only_first() (in module kerch.utils.cast) castf() (in module kerch.utils.cast) casti() (in module kerch.utils.cast) centered (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) check_representation() (in module kerch.utils.cast) closed_form_kernel() (kerch.kernel.RFF method) Corr (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property)

corr() (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method) Cosine (class in kerch.kernel) Cov (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) cov() (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method) current_sample (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) current_sample_projected (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) current_target (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property)

D

decode() (kerch.kernel.ExplicitNN method) decoder (kerch.kernel.ExplicitNN property) default (kerch.transform.TransformTree property) default_transforms (kerch.transform.TransformTree property) detach() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) detach_all() (kerch.level.MVKPCA method) dim (kerch.kernel.Nystrom property) dim_feature (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) dim_input (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property)

dim_output (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) dims_feature (kerch.level.MVKPCA property) dims_feature_cumulative (kerch.level.MVKPCA property) Distance (class in kerch.kernel) DistanceSquared (class in kerch.kernel) draw_h() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) draw_k() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) draw_phi() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) dual_correlation (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) dual_param (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) dual_projector (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) dual_trainable (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

E

eigs() (in module kerch.utils.math) empty_sample (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) encoder (kerch.kernel.ExplicitNN property) Epanechnikov (class in kerch.kernel) eta (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) Explicit (class in kerch.kernel) explicit (in module kerch.kernel) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) (kerch.transform.TransformTree property)

explicit_preimage() (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method) ExplicitError ExplicitNN (class in kerch.kernel) Exponential (class in kerch.kernel) extend_docstring (class in kerch.utils.decorators)

F

factory() (in module kerch.kernel) feature module feature_noise (kerch.level.PPCA property) final_transform (kerch.transform.TransformTree property) forward() (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method)

G

gamma (kerch.kernel.Indicator property) (kerch.level.LSSVM property) (kerch.level.Ridge property)

get_logging_level() (in module kerch) gpu_available() (in module kerch.utils.type)

H

H (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) h() (kerch.level.KPCA method) (kerch.level.MVKPCA method) h_map() (kerch.level.PPCA method) Hat (class in kerch.kernel) hparams_fixed (kerch.feature.Module property) (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Logistic property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

hparams_fixed() (kerch.kernel.ExplicitNN method) (kerch.kernel.Linear method) (kerch.kernel.Nystrom method) hparams_variable (kerch.feature.Module property) (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

I

idx (kerch.feature.Sample property) (kerch.feature.Stochastic property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) Implicit (class in kerch.kernel) implicit (in module kerch.kernel) implicit_preimage() (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method)

ImplicitError ImplicitNN (class in kerch.kernel) Indicator (class in kerch.kernel) init_parameters() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) init_sample() (kerch.feature.Sample method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method) is_leaf (kerch.transform.TransformTree property) is_root (kerch.transform.TransformTree property) iterative() (in module kerch.method) iterative_preimage_k() (in module kerch.method) iterative_preimage_phi() (in module kerch.method)

K

K (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) k() (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method)

k_map() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) K_reconstructed (kerch.level.KPCA property) kappa (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) kerch.utils.cast module kerch.utils.decorators module kerch.utils.errors module kerch.utils.math module kerch.utils.type module KerchError Kernel (class in kerch.kernel) kernel (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) kernel_knn() (in module kerch.method) kernel_smoother() (in module kerch.method) kernel_transform (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) knn() (in module kerch.method) KPCA (class in kerch.level) Ks (kerch.level.MVKPCA property) ks() (kerch.level.MVKPCA method) kwargs_decorator() (in module kerch.utils.decorators)

L

lag (kerch.kernel.Hat property) (kerch.kernel.Indicator property) lag_trainable (kerch.kernel.Hat property) (kerch.kernel.Indicator property) Laplacian (class in kerch.kernel) level_trainable (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) Linear (class in kerch.kernel) Logger (class in kerch.feature) logging_level (kerch.feature.Logger property) (kerch.feature.Module property)

Logistic (class in kerch.kernel) loss() (kerch.kernel.ExplicitNN method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) losses() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) LSSVM (class in kerch.level)

M

manifold_parameters() (kerch.feature.Module method) model_variance() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) module feature kerch.utils.cast kerch.utils.decorators kerch.utils.errors kerch.utils.math kerch.utils.type transform

Module (class in kerch.feature) mu (kerch.level.PPCA property) MultiViewError MVKPCA (class in kerch.level)

N

named_views (kerch.level.MVKPCA property) normalized (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) NotInitializedError num_idx (kerch.feature.Sample property) (kerch.feature.Stochastic property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

num_sample (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) num_views (kerch.level.MVKPCA property) num_weights (kerch.kernel.RFF property) Nystrom (class in kerch.kernel) nystrom (in module kerch.kernel)

O

offspring (kerch.transform.TransformTree property)

oos() (kerch.transform.TransformTree method)

P

p (kerch.kernel.SkewedChi2 property) param_trainable (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) params_trainable (kerch.kernel.Sigmoid property) parent (kerch.transform.TransformTree property) Phi (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) phi() (kerch.kernel._BaseKernel method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Kernel method) (kerch.kernel.Linear method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.RFF method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) phi_map() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) phis() (kerch.level.MVKPCA method) PhiW (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

phiw() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) Polynomial (class in kerch.kernel) PPCA (class in kerch.level) predict() (kerch.level.MVKPCA method) primal_correlation (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) primal_param (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) primal_projector (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) print_cache() (kerch.feature.Cache method) (kerch.feature.Sample method) (kerch.feature.Stochastic method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) (kerch.transform.TransformTree method) project() (kerch.level.MVKPCA method) projected_sample (kerch.transform.TransformTree property)

Q

Quartic (class in kerch.kernel)

R

RBF (class in kerch.kernel) reconstruct() (kerch.level.KPCA method) relative_variance() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) representation (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) RepresentationError requires_bias (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) reset() (kerch.feature.Cache method) (kerch.feature.Sample method) (kerch.feature.Stochastic method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) (kerch.transform.TransformTree method)

revert() (kerch.transform.TransformTree method) RFF (class in kerch.kernel) Ridge (class in kerch.level)

S

Sample (class in kerch.feature) sample (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) (kerch.transform.TransformTree property) sample_trainable (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) sample_transform (kerch.feature.Sample property) (kerch.kernel._BaseKernel property) (kerch.kernel.AdditiveChi2 property) (kerch.kernel.Cosine property) (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Explicit property) (kerch.kernel.ExplicitNN property) (kerch.kernel.Exponential property) (kerch.kernel.Hat property) (kerch.kernel.Implicit property) (kerch.kernel.ImplicitNN property) (kerch.kernel.Indicator property) (kerch.kernel.Kernel property) (kerch.kernel.Laplacian property) (kerch.kernel.Linear property) (kerch.kernel.Logistic property) (kerch.kernel.Nystrom property) (kerch.kernel.Polynomial property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Sigmoid property) (kerch.kernel.Silverman property) (kerch.kernel.SkewedChi2 property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property)

set_eps() (in module kerch.utils.type) set_ftype() (in module kerch.utils.type) set_itype() (in module kerch.utils.type) set_logging_level() (in module kerch) sigma (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Exponential property) (kerch.kernel.Laplacian property) (kerch.kernel.Logistic property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Silverman property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) sigma_trainable (kerch.kernel.Distance property) (kerch.kernel.DistanceSquared property) (kerch.kernel.Epanechnikov property) (kerch.kernel.Exponential property) (kerch.kernel.Laplacian property) (kerch.kernel.Logistic property) (kerch.kernel.Quartic property) (kerch.kernel.RBF property) (kerch.kernel.RFF property) (kerch.kernel.Silverman property) (kerch.kernel.Triangular property) (kerch.kernel.Tricube property) (kerch.kernel.Triweight property) (kerch.kernel.Uniform property) Sigmoid (class in kerch.kernel) Silverman (class in kerch.kernel) SkewedChi2 (class in kerch.kernel) smoother() (in module kerch.method) solve() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) sqrt_vals (kerch.level.KPCA property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) squared (kerch.kernel.Exponential property) (kerch.kernel.Laplacian property) (kerch.kernel.RBF property) statistics_oos() (kerch.transform.TransformTree method) statistics_sample() (kerch.transform.TransformTree method) Stochastic (class in kerch.feature) stochastic() (kerch.feature.Sample method) (kerch.feature.Stochastic method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method)

T

target (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.PPCA property) (kerch.level.Ridge property) total_variance() (kerch.level.KPCA method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) train() (kerch.feature.Sample method) (kerch.feature.Stochastic method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) transform module transform_input() (kerch.feature.Sample method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method)

transform_sample_revert() (kerch.feature.Sample method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method) TransformTree (class in kerch.transform) Triangular (class in kerch.kernel) Tricube (class in kerch.kernel) Triweight (class in kerch.kernel)

U

Uniform (class in kerch.kernel) update_dual() (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.MVKPCA method) (kerch.level.PPCA method) (kerch.level.Ridge method) update_sample() (kerch.feature.Sample method) (kerch.kernel._BaseKernel method) (kerch.kernel.AdditiveChi2 method) (kerch.kernel.Cosine method) (kerch.kernel.Distance method) (kerch.kernel.DistanceSquared method) (kerch.kernel.Epanechnikov method) (kerch.kernel.Explicit method) (kerch.kernel.ExplicitNN method) (kerch.kernel.Exponential method) (kerch.kernel.Hat method) (kerch.kernel.Implicit method) (kerch.kernel.ImplicitNN method) (kerch.kernel.Indicator method) (kerch.kernel.Kernel method) (kerch.kernel.Laplacian method) (kerch.kernel.Linear method) (kerch.kernel.Logistic method) (kerch.kernel.Nystrom method) (kerch.kernel.Polynomial method) (kerch.kernel.Quartic method) (kerch.kernel.RBF method) (kerch.kernel.RFF method) (kerch.kernel.Sigmoid method) (kerch.kernel.Silverman method) (kerch.kernel.SkewedChi2 method) (kerch.kernel.Triangular method) (kerch.kernel.Tricube method) (kerch.kernel.Triweight method) (kerch.kernel.Uniform method) (kerch.level.KPCA method) (kerch.level.LSSVM method) (kerch.level.PPCA method) (kerch.level.Ridge method)

use_mean (kerch.level.PPCA property)

V

vals (kerch.level.KPCA property) (kerch.level.MVKPCA property) (kerch.level.PPCA property)

view() (kerch.level.MVKPCA method) views (kerch.level.MVKPCA property) views_by_name() (kerch.level.MVKPCA method)

W

W (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) watch_properties (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property)

watched_properties (kerch.level.KPCA property) (kerch.level.LSSVM property) (kerch.level.MVKPCA property) (kerch.level.PPCA property) (kerch.level.Ridge property) weights (kerch.kernel.RFF property) weights_by_name() (kerch.level.MVKPCA method) weights_trainable (kerch.kernel.RFF property)