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Index
A
|
B
|
E
|
G
|
H
|
L
|
M
|
N
|
R
|
S
|
U
A
Adadelta (class in genome.optimizers)
Adagrad (class in genome.optimizers)
Adam (class in genome.optimizers)
B
BaseModel (class in genome.models.base)
,
[1]
BaseOpt (class in genome.optimizers)
build() (genome.Genome method)
E
errors() (genome.models.dnn.MLP method)
(genome.models.logit.MultinomialLogit method)
(in module genome.models.functions)
G
Genome (class in genome)
genome (module)
genome.models (module)
genome.models.base (module)
,
[1]
genome.models.dnn (module)
genome.models.functions (module)
genome.models.linear (module)
genome.models.logit (module)
genome.optimizers (module)
genome.stats (module)
H
hessians() (in module genome.models.functions)
HiddenLayer (class in genome.models.dnn)
L
LinearRegression (class in genome.models.linear)
M
mean_squared_error() (genome.models.linear.LinearRegression method)
(in module genome.models.functions)
MLP (class in genome.models.dnn)
MomentumSGD (class in genome.optimizers)
MultiLayerModel (class in genome.models.base)
,
[1]
MultinomialLogit (class in genome.models.logit)
N
negative_log_likelihood() (genome.models.dnn.MLP method)
(genome.models.logit.MultinomialLogit method)
(in module genome.models.functions)
R
ResLogit (class in genome.models.dnn)
ResNetLayer (class in genome.models.dnn)
RMSProp (class in genome.optimizers)
run() (genome.Genome method)
S
set_consider_constants() (genome.optimizers.BaseOpt method)
set_hyperparameter() (genome.Genome method)
set_learning_rate() (genome.optimizers.BaseOpt method)
set_momentum() (genome.optimizers.MomentumSGD method)
SGD (class in genome.optimizers)
U
update() (genome.optimizers.Adadelta method)
(genome.optimizers.Adagrad method)
(genome.optimizers.Adam method)
(genome.optimizers.MomentumSGD method)
(genome.optimizers.RMSProp method)
(genome.optimizers.SGD method)