MixtureLib
v0.4.0
Main Info:
Mixture Lib
Get Started:
Installation
Example
Packages:
Local Models
Regularizers
Hyper Models
Mixture
MixtureLib
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Index
B
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E
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F
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H
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L
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M
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O
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P
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R
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W
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)
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v: v0.4.0
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