Hebel
Getting Started
Running models from YAML configuration files
Using Hebel in Your Own Code
Initialization
Data Providers
Abstract Base Class
Minibatch Data Provider
Multi-Task Data Provider
Batch Data Provider
Dummy Data Provider
MNIST Data Provider
Layers
Hidden Layer
Top Layers
Monitors
Progress Monitor
Simple Progress Monitor
Models
Abstract Base Class Model
Neural Network
Neural Network Regression
Logistic Regression
Multi-Task Neural Net
Optimizers
Stochastic Gradient Descent
Parameter Updaters
Abstract Base Class
Simple SGD Update
Momentum Update
Nesterov Momentum Update
Schedulers
Constant Scheduler
Exponential Scheduler
Linear Scheduler Up
Linear Scheduler Up-Down
Hebel
Docs
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Index
A
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B
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C
|
D
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E
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F
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H
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I
|
K
|
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)
best_validation_loss (hebel.optimizers.SGD attribute)
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)
norm_v_norm() (hebel.optimizers.SGD method)
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)
run() (hebel.optimizers.SGD method)
S
SGD (class in hebel.optimizers)
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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