nnweaver
A tiny library to build and train neural networks
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Index
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A
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B
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C
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E
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F
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G
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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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O
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P
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R
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S
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T
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W
_
__call__() (nnweaver.nn.Layer method)
(nnweaver.regularizers.L1L2Regularizer method)
(nnweaver.regularizers.Regularizer method)
A
accuracy() (in module nnweaver.utils)
Activation (class in nnweaver.activations)
add_layer() (nnweaver.nn.NN method)
apply() (nnweaver.activations.Activation class method)
(nnweaver.activations.HardSigmoid class method)
(nnweaver.activations.HardTanH class method)
(nnweaver.activations.Linear class method)
(nnweaver.activations.Rectifier class method)
(nnweaver.activations.Sigmoid class method)
(nnweaver.activations.TanH class method)
B
backward() (nnweaver.optimizers.GradientBasedOptimizer method)
batch_mean() (nnweaver.losses.Loss class method)
batch_ranges() (nnweaver.optimizers.SGD static method)
build_weights() (nnweaver.nn.Layer method)
C
Callback (class in nnweaver.callbacks)
clone() (nnweaver.nn.NN method)
E
euclidean_distance() (nnweaver.losses.MEE class method)
F
flatten() (nnweaver.optimizers.ProximalBundleMethod static method)
forward() (nnweaver.optimizers.GradientBasedOptimizer method)
G
glorot_uniform() (in module nnweaver.nn)
gradient() (nnweaver.activations.Activation class method)
(nnweaver.activations.HardSigmoid class method)
(nnweaver.activations.HardTanH class method)
(nnweaver.activations.Linear class method)
(nnweaver.activations.Rectifier class method)
(nnweaver.activations.Sigmoid class method)
(nnweaver.activations.TanH class method)
(nnweaver.losses.Loss class method)
(nnweaver.losses.MEE class method)
(nnweaver.losses.MSE class method)
(nnweaver.regularizers.L1L2Regularizer method)
(nnweaver.regularizers.Regularizer method)
GradientBasedOptimizer (class in nnweaver.optimizers)
grid_search() (in module nnweaver.validation)
H
HardSigmoid (class in nnweaver.activations)
HardTanH (class in nnweaver.activations)
he_normal() (in module nnweaver.nn)
hold_out_validation() (in module nnweaver.validation)
I
input_sum() (nnweaver.nn.Layer method)
K
kfold_cross_validation() (in module nnweaver.validation)
L
L1L2Regularizer (class in nnweaver.regularizers)
Layer (class in nnweaver.nn)
learning_rate_linearly_decayed() (in module nnweaver.optimizers)
learning_rate_time_based() (in module nnweaver.optimizers)
Linear (class in nnweaver.activations)
Loss (class in nnweaver.losses)
loss() (nnweaver.losses.Loss class method)
(nnweaver.losses.MEE class method)
(nnweaver.losses.MSE class method)
M
MEE (class in nnweaver.losses)
MSE (class in nnweaver.losses)
N
NN (class in nnweaver.nn)
nnweaver.activations (module)
nnweaver.callbacks (module)
nnweaver.losses (module)
nnweaver.nn (module)
nnweaver.optimizers (module)
nnweaver.regularizers (module)
nnweaver.utils (module)
nnweaver.validation (module)
O
on_epoch_end() (nnweaver.callbacks.Callback method)
(nnweaver.callbacks.PlotLearningCurve method)
(nnweaver.callbacks.WriteFileCallback method)
on_training_begin() (nnweaver.callbacks.Callback method)
(nnweaver.callbacks.PlotLearningCurve method)
(nnweaver.callbacks.WriteFileCallback method)
on_training_end() (nnweaver.callbacks.Callback method)
(nnweaver.callbacks.PlotLearningCurve method)
(nnweaver.callbacks.WriteFileCallback method)
one_hot_encoding() (in module nnweaver.utils)
Optimizer (class in nnweaver.optimizers)
P
PlotLearningCurve (class in nnweaver.callbacks)
predict() (nnweaver.nn.NN method)
predict_batch() (nnweaver.nn.NN method)
ProximalBundleMethod (class in nnweaver.optimizers)
R
random_search() (in module nnweaver.validation)
Rectifier (class in nnweaver.activations)
Regularizer (class in nnweaver.regularizers)
reset() (nnweaver.nn.NN method)
reset_weights() (nnweaver.nn.Layer method)
S
SGD (class in nnweaver.optimizers)
shuffle() (nnweaver.optimizers.Optimizer class method)
Sigmoid (class in nnweaver.activations)
splits_generator() (in module nnweaver.validation)
T
TanH (class in nnweaver.activations)
train() (nnweaver.optimizers.GradientBasedOptimizer method)
(nnweaver.optimizers.Optimizer method)
(nnweaver.optimizers.ProximalBundleMethod method)
(nnweaver.optimizers.SGD method)
U
unflatten() (nnweaver.optimizers.ProximalBundleMethod static method)
uniform() (in module nnweaver.nn)
W
WriteFileCallback (class in nnweaver.callbacks)