Index

B

B (mixturelib.local_models.EachModelLinear attribute)

E

E_step() (mixturelib.hyper_models.HyperExpertNN method) (mixturelib.hyper_models.HyperModel method) (mixturelib.hyper_models.HyperModelDirichlet method) (mixturelib.hyper_models.HyperModelGateSparsed method) (mixturelib.local_models.EachModel method) (mixturelib.local_models.EachModelLinear method) (mixturelib.mixture.MixtureEM method) (mixturelib.regularizers.RegularizeFunc method) (mixturelib.regularizers.RegularizeModel method) (mixturelib.regularizers.Regularizers method)

EachModel (class in mixturelib.local_models) EachModelLinear (class in mixturelib.local_models)

F

fit() (mixturelib.mixture.Mixture method) (mixturelib.mixture.MixtureEM method)

forward() (mixturelib.hyper_models.HyperExpertNN method) (mixturelib.local_models.EachModel method) (mixturelib.local_models.EachModelLinear method)

H

HyperExpertNN (class in mixturelib.hyper_models) HyperModel (class in mixturelib.hyper_models)

HyperModelDirichlet (class in mixturelib.hyper_models) HyperModelGateSparsed (class in mixturelib.hyper_models)

L

LogLikeLihoodExpectation() (mixturelib.local_models.EachModel method) (mixturelib.local_models.EachModelLinear method) LogPiExpectation() (mixturelib.hyper_models.HyperExpertNN method) (mixturelib.hyper_models.HyperModel method) (mixturelib.hyper_models.HyperModelDirichlet method) (mixturelib.hyper_models.HyperModelGateSparsed method)

M

M_step() (mixturelib.hyper_models.HyperExpertNN method) (mixturelib.hyper_models.HyperModel method) (mixturelib.hyper_models.HyperModelDirichlet method) (mixturelib.hyper_models.HyperModelGateSparsed method) (mixturelib.local_models.EachModel method) (mixturelib.local_models.EachModelLinear method) (mixturelib.mixture.MixtureEM method) (mixturelib.regularizers.RegularizeFunc method) (mixturelib.regularizers.RegularizeModel method) (mixturelib.regularizers.Regularizers method)

Mixture (class in mixturelib.mixture) MixtureEM (class in mixturelib.mixture) mixturelib.hyper_models (module) mixturelib.local_models (module) mixturelib.mixture (module) mixturelib.regularizers (module)

O

OptimizeHyperParameters() (mixturelib.local_models.EachModel method) (mixturelib.local_models.EachModelLinear method)

P

predict() (mixturelib.mixture.Mixture method) (mixturelib.mixture.MixtureEM method) PredictPi() (mixturelib.hyper_models.HyperExpertNN method) (mixturelib.hyper_models.HyperModel method) (mixturelib.hyper_models.HyperModelDirichlet method) (mixturelib.hyper_models.HyperModelGateSparsed method)

R

RegularizeFunc (class in mixturelib.regularizers)

RegularizeModel (class in mixturelib.regularizers) Regularizers (class in mixturelib.regularizers)

W

W (mixturelib.local_models.EachModelLinear attribute)