Index

_

__init__() (gemclus.DiscriminativeModel method) (gemclus.gemini.HellingerGEMINI method) (gemclus.gemini.KLGEMINI method) (gemclus.gemini.MI method) (gemclus.gemini.MMDGEMINI method) (gemclus.gemini.TVGEMINI method) (gemclus.gemini.WassersteinGEMINI method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

A

add_mlcl_constraint() (in module gemclus)

C

CategoricalMMD (class in gemclus.nonparametric) CategoricalModel (class in gemclus.nonparametric) CategoricalWasserstein (class in gemclus.nonparametric) celeux_one() (in module gemclus.data) celeux_two() (in module gemclus.data)

compute_affinity() (gemclus.gemini.HellingerGEMINI method) (gemclus.gemini.KLGEMINI method) (gemclus.gemini.MI method) (gemclus.gemini.MMDGEMINI method) (gemclus.gemini.TVGEMINI method) (gemclus.gemini.WassersteinGEMINI method)

D

DiscriminativeModel (class in gemclus)

Douglas (class in gemclus.tree) draw_gmm() (in module gemclus.data)

E

evaluate() (gemclus.gemini.HellingerGEMINI method) (gemclus.gemini.KLGEMINI method) (gemclus.gemini.MI method) (gemclus.gemini.MMDGEMINI method) (gemclus.gemini.TVGEMINI method) (gemclus.gemini.WassersteinGEMINI method)

F

find_active_points() (gemclus.tree.Douglas method) fit() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

fit_predict() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

G

get_gemini() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) get_metadata_routing() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

get_params() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method) get_selection() (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) gstm() (in module gemclus.data)

H

HellingerGEMINI (class in gemclus.gemini)

K

Kauri (class in gemclus.tree)

KernelRIM (class in gemclus.linear) KLGEMINI (class in gemclus.gemini)

L

LinearMMD (class in gemclus.linear)

LinearModel (class in gemclus.linear) LinearWasserstein (class in gemclus.linear)

M

MI (class in gemclus.gemini) MLPMMD (class in gemclus.mlp) MLPModel (class in gemclus.mlp)

MLPWasserstein (class in gemclus.mlp) MMDGEMINI (class in gemclus.gemini) multivariate_student_t() (in module gemclus.data)

P

path() (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) predict() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

predict_proba() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) print_kauri_tree() (in module gemclus.tree)

R

RIM (class in gemclus.linear)

S

score() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method) set_params() (gemclus.DiscriminativeModel method) (gemclus.linear.KernelRIM method) (gemclus.linear.LinearMMD method) (gemclus.linear.LinearModel method) (gemclus.linear.LinearWasserstein method) (gemclus.linear.RIM method) (gemclus.mlp.MLPMMD method) (gemclus.mlp.MLPModel method) (gemclus.mlp.MLPWasserstein method) (gemclus.nonparametric.CategoricalMMD method) (gemclus.nonparametric.CategoricalModel method) (gemclus.nonparametric.CategoricalWasserstein method) (gemclus.sparse.SparseLinearMI method) (gemclus.sparse.SparseLinearMMD method) (gemclus.sparse.SparseLinearModel method) (gemclus.sparse.SparseMLPMMD method) (gemclus.sparse.SparseMLPModel method) (gemclus.tree.Douglas method) (gemclus.tree.Kauri method)

SparseLinearMI (class in gemclus.sparse) SparseLinearMMD (class in gemclus.sparse) SparseLinearModel (class in gemclus.sparse) SparseMLPMMD (class in gemclus.sparse) SparseMLPModel (class in gemclus.sparse)

T

TVGEMINI (class in gemclus.gemini)

W

WassersteinGEMINI (class in gemclus.gemini)