Index

_

__init__() (skhubness.analysis.Hubness method) (skhubness.neighbors.BallTree method) (skhubness.neighbors.DistanceMetric method) (skhubness.neighbors.FalconnLSH method) (skhubness.neighbors.HNSW method) (skhubness.neighbors.KDTree method) (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.neighbors.NNG method) (skhubness.neighbors.PuffinnLSH method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) (skhubness.neighbors.RandomProjectionTree method) (skhubness.reduction.DisSimLocal method) (skhubness.reduction.LocalScaling method) (skhubness.reduction.MutualProximity method)

B

BallTree (class in skhubness.neighbors)

D

decision_function() (skhubness.neighbors.LocalOutlierFactor property) DisSimLocal (class in skhubness.reduction)

dist_to_rdist() (skhubness.neighbors.DistanceMetric method) DistanceMetric (class in skhubness.neighbors)

F

FalconnLSH (class in skhubness.neighbors) fit() (skhubness.analysis.Hubness method) (skhubness.neighbors.FalconnLSH method) (skhubness.neighbors.HNSW method) (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.neighbors.NNG method) (skhubness.neighbors.PuffinnLSH method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) (skhubness.neighbors.RandomProjectionTree method) (skhubness.reduction.DisSimLocal method) (skhubness.reduction.LocalScaling method) (skhubness.reduction.MutualProximity method)

fit_predict() (skhubness.neighbors.LocalOutlierFactor property) fit_transform() (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.reduction.DisSimLocal method) (skhubness.reduction.LocalScaling method) (skhubness.reduction.MutualProximity method)

G

get_arrays() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method) get_metric() (skhubness.neighbors.DistanceMetric method) get_n_calls() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method) get_params() (skhubness.analysis.Hubness method) (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.neighbors.NNG method) (skhubness.neighbors.PuffinnLSH method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) (skhubness.neighbors.RandomProjectionTree method)

get_tree_stats() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method)

H

HNSW (class in skhubness.neighbors)

Hubness (class in skhubness.analysis) hubness_algorithms (in module skhubness.reduction)

K

kcandidates() (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) KDTree (class in skhubness.neighbors) kernel_density() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method) KernelDensity (class in skhubness.neighbors) kneighbors() (skhubness.neighbors.FalconnLSH method) (skhubness.neighbors.HNSW method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.NNG method) (skhubness.neighbors.PuffinnLSH method) (skhubness.neighbors.RandomProjectionTree method)

kneighbors_graph() (in module skhubness.neighbors) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestNeighbors method) KNeighborsClassifier (class in skhubness.neighbors) KNeighborsRegressor (class in skhubness.neighbors)

L

LocalOutlierFactor (class in skhubness.neighbors)

LocalScaling (class in skhubness.reduction)

M

module skhubness.analysis skhubness.neighbors skhubness.reduction

MutualProximity (class in skhubness.reduction)

N

NearestCentroid (class in skhubness.neighbors) NearestNeighbors (class in skhubness.neighbors)

NeighborhoodComponentsAnalysis (class in skhubness.neighbors) NNG (class in skhubness.neighbors)

P

pairwise() (skhubness.neighbors.DistanceMetric method) predict() (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor property) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method)

predict_proba() (skhubness.neighbors.KNeighborsClassifier method) PuffinnLSH (class in skhubness.neighbors)

Q

query() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method)

query_radius() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method)

R

radius_neighbors() (skhubness.neighbors.FalconnLSH method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) radius_neighbors_graph() (in module skhubness.neighbors) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method)

RadiusNeighborsClassifier (class in skhubness.neighbors) RadiusNeighborsRegressor (class in skhubness.neighbors) RandomProjectionTree (class in skhubness.neighbors) rdist_to_dist() (skhubness.neighbors.DistanceMetric method) reset_n_calls() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method)

S

sample() (skhubness.neighbors.KernelDensity method) score() (skhubness.analysis.Hubness method) (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) score_samples() (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.LocalOutlierFactor property) set_params() (skhubness.analysis.Hubness method) (skhubness.neighbors.KernelDensity method) (skhubness.neighbors.KNeighborsClassifier method) (skhubness.neighbors.KNeighborsRegressor method) (skhubness.neighbors.LocalOutlierFactor method) (skhubness.neighbors.NearestCentroid method) (skhubness.neighbors.NearestNeighbors method) (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.neighbors.NNG method) (skhubness.neighbors.PuffinnLSH method) (skhubness.neighbors.RadiusNeighborsClassifier method) (skhubness.neighbors.RadiusNeighborsRegressor method) (skhubness.neighbors.RandomProjectionTree method)

skhubness.analysis module skhubness.neighbors module skhubness.reduction module

T

transform() (skhubness.neighbors.NeighborhoodComponentsAnalysis method) (skhubness.reduction.DisSimLocal method) (skhubness.reduction.LocalScaling method) (skhubness.reduction.MutualProximity method)

two_point_correlation() (skhubness.neighbors.BallTree method) (skhubness.neighbors.KDTree method)

V

VALID_HUBNESS_MEASURES (in module skhubness.analysis)