Index

_

__call__() (sklvq.activations.ActivationBaseClass method) (sklvq.activations.Identity method) (sklvq.activations.Sigmoid method) (sklvq.activations.SoftPlus method) (sklvq.activations.Swish method) (sklvq.discriminants.DiscriminantBaseClass method) (sklvq.discriminants.RelativeDistance method) (sklvq.distances.AdaptiveSquaredEuclidean method) (sklvq.distances.DistanceBaseClass method) (sklvq.distances.Euclidean method) (sklvq.distances.LocalAdaptiveSquaredEuclidean method) (sklvq.distances.SquaredEuclidean method) (sklvq.objectives.GeneralizedLearningObjective method)

__init__() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

A

ActivationBaseClass (class in sklvq.activations) AdaptiveMomentEstimation (class in sklvq.solvers) AdaptiveSquaredEuclidean (class in sklvq.distances)

add_partial_gradient() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

B

BroydenFletcherGoldfarbShanno (class in sklvq.solvers)

D

decision_function() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

DiscriminantBaseClass (class in sklvq.discriminants) DistanceBaseClass (class in sklvq.distances)

E

Euclidean (class in sklvq.distances)

F

fit() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

fit_transform() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method)

G

GeneralizedLearningObjective (class in sklvq.objectives) get_metadata_routing() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) get_model_params() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) get_omega() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) get_params() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) get_prototypes() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

get_variables() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) GLVQ (class in sklvq.models) GMLVQ (class in sklvq.models) gradient() (sklvq.activations.ActivationBaseClass method) (sklvq.activations.Identity method) (sklvq.activations.Sigmoid method) (sklvq.activations.SoftPlus method) (sklvq.activations.Swish method) (sklvq.discriminants.DiscriminantBaseClass method) (sklvq.discriminants.RelativeDistance method) (sklvq.distances.AdaptiveSquaredEuclidean method) (sklvq.distances.DistanceBaseClass method) (sklvq.distances.Euclidean method) (sklvq.distances.LocalAdaptiveSquaredEuclidean method) (sklvq.distances.SquaredEuclidean method) (sklvq.objectives.GeneralizedLearningObjective method)

I

Identity (class in sklvq.activations)

L

LGMLVQ (class in sklvq.models) LimitedMemoryBfgs (class in sklvq.solvers)

LocalAdaptiveSquaredEuclidean (class in sklvq.distances) LVQBaseClass (class in sklvq.models)

M

mul_step_size() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

N

normalize_variables() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

P

predict() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

predict_proba() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

R

RelativeDistance (class in sklvq.discriminants)

S

score() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) set_model_params() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) set_omega() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) set_params() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) set_predict_request() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) set_prototypes() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method)

set_score_request() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) set_transform_request() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) set_variables() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) Sigmoid (class in sklvq.activations) SoftPlus (class in sklvq.activations) solve() (sklvq.solvers.AdaptiveMomentEstimation method) (sklvq.solvers.SolverBaseClass method) (sklvq.solvers.SteepestGradientDescent method) (sklvq.solvers.WaypointGradientDescent method) SolverBaseClass (class in sklvq.solvers) SquaredEuclidean (class in sklvq.distances) SteepestGradientDescent (class in sklvq.solvers) Swish (class in sklvq.activations)

T

to_model_params_view() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) to_omega() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method)

to_prototypes_view() (sklvq.models.GLVQ method) (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method) (sklvq.models.LVQBaseClass method) transform() (sklvq.models.GMLVQ method) (sklvq.models.LGMLVQ method)

W

WaypointGradientDescent (class in sklvq.solvers)