Hebel
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Getting Started
Initialization
Data Providers
Layers
Monitors
Models
Optimizers
Parameter Updaters
Schedulers
Hebel
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Index
A
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B
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C
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D
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E
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F
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H
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I
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K
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L
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M
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N
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P
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R
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S
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T
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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)
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