Index

A | B | C | D | E | F | H | I | K | L | M | N | P | R | S | T | Y

A

architecture (hebel.layers.HiddenLayer attribute)
(hebel.layers.MultitaskTopLayer attribute)
avg_weight() (hebel.monitors.ProgressMonitor method)
(hebel.monitors.SimpleProgressMonitor method)

B

backprop() (hebel.layers.HiddenLayer method)
(hebel.layers.InputDropout method)
(hebel.layers.LogisticLayer method)
(hebel.layers.MultitaskTopLayer method)
(hebel.layers.SoftmaxLayer method)
BatchDataProvider (class in hebel.data_providers)

C

checksum() (hebel.models.NeuralNet method)
class_error() (hebel.layers.LogisticLayer method)
(hebel.layers.SoftmaxLayer method)
constant_scheduler() (in module hebel.schedulers)
cross_entropy_error() (hebel.layers.LogisticLayer method)
(hebel.layers.MultitaskTopLayer method)
(hebel.layers.SoftmaxLayer method)

D

DataProvider (class in hebel.data_providers)
DummyDataProvider (class in hebel.data_providers)
DummyLayer (class in hebel.layers)

E

evaluate() (hebel.models.Model method)
(hebel.models.NeuralNet method)
exponential_scheduler() (in module hebel.schedulers)

F

feed_forward() (hebel.layers.HiddenLayer method)
(hebel.layers.InputDropout method)
(hebel.layers.LinearRegressionLayer method)
(hebel.layers.LogisticLayer method)
(hebel.layers.MultitaskTopLayer method)
(hebel.layers.SoftmaxLayer method)
(hebel.models.Model method)
(hebel.models.NeuralNet method)
finish_training() (hebel.monitors.ProgressMonitor method)
(hebel.monitors.SimpleProgressMonitor method)

H

hebel (module)
hebel.data_providers (module)
HiddenLayer (class in hebel.layers)

I

init() (in module hebel)
InputDropout (class in hebel.layers)

K

kl_error() (hebel.layers.SoftmaxLayer method)

L

l1_penalty (hebel.layers.MultitaskTopLayer attribute)
l2_penalty (hebel.layers.MultitaskTopLayer attribute)
linear_scheduler_up() (in module hebel.schedulers)
linear_scheduler_up_down() (in module hebel.schedulers)
LinearRegressionLayer (class in hebel.layers)
LogisticLayer (class in hebel.layers)
LogisticRegression (class in hebel.models)

M

makedir() (hebel.monitors.ProgressMonitor method)
MiniBatchDataProvider (class in hebel.data_providers)
MNISTDataProvider (class in hebel.data_providers)
Model (class in hebel.models)
MomentumUpdate (class in hebel.parameter_updaters)
MultiTaskDataProvider (class in hebel.data_providers)
MultitaskNeuralNet (class in hebel.models)
MultitaskTopLayer (class in hebel.layers)

N

NesterovMomentumUpdate (class in hebel.parameter_updaters)
NeuralNet (class in hebel.models)
NeuralNetRegression (class in hebel.models)

P

parameters (hebel.layers.HiddenLayer attribute)
(hebel.layers.MultitaskTopLayer attribute)
(hebel.models.NeuralNet attribute)
ParameterUpdater (class in hebel.parameter_updaters)
post_gradient_update() (hebel.parameter_updaters.MomentumUpdate method)
(hebel.parameter_updaters.NesterovMomentumUpdate method)
(hebel.parameter_updaters.ParameterUpdater method)
(hebel.parameter_updaters.SimpleSGDUpdate method)
pre_gradient_update() (hebel.parameter_updaters.NesterovMomentumUpdate method)
(hebel.parameter_updaters.ParameterUpdater method)
print_() (hebel.monitors.ProgressMonitor method)
print_error() (hebel.monitors.ProgressMonitor method)
(hebel.monitors.SimpleProgressMonitor method)
ProgressMonitor (class in hebel.monitors)

R

report() (hebel.monitors.ProgressMonitor method)
(hebel.monitors.SimpleProgressMonitor method)

S

SimpleProgressMonitor (class in hebel.monitors)
SimpleSGDUpdate (class in hebel.parameter_updaters)
SoftmaxLayer (class in hebel.layers)
start_training() (hebel.monitors.ProgressMonitor method)
(hebel.monitors.SimpleProgressMonitor method)

T

test_error (hebel.monitors.ProgressMonitor attribute)
test_error() (hebel.layers.LinearRegressionLayer method)
(hebel.layers.LogisticLayer method)
(hebel.layers.MultitaskTopLayer method)
(hebel.layers.SoftmaxLayer method)
(hebel.models.Model method)
(hebel.models.NeuralNet method)
TopLayer (class in hebel.layers)
TopLayerClass (hebel.models.MultitaskNeuralNet attribute)
(hebel.models.NeuralNet attribute)
(hebel.models.NeuralNetRegression attribute)
train_error() (hebel.layers.LogisticLayer method)
(hebel.layers.MultitaskTopLayer method)
(hebel.layers.SoftmaxLayer method)
training_pass() (hebel.models.Model method)
(hebel.models.NeuralNet method)

Y

yaml_config (hebel.monitors.ProgressMonitor attribute)