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Variables
Computation
Dataset
Dataset
Builder
Dataset
Builder
Source
Dataset
Modifier
Layer
Math
Network
Builder
Optimizer
Trainer
Variables
Computation
Computation
:
{
ComputationCPU
:
typeof
ComputationCPU
;
ComputationGPU
:
typeof
ComputationGPU
;
getComputation
:
(
)
=>
AbstractComputation
;
setComputation
:
(
type
:
AbstractComputation
)
=>
void
}
= ...
Type declaration
ComputationCPU
:
typeof
ComputationCPU
ComputationGPU
:
typeof
ComputationGPU
get
Computation
:
(
)
=>
AbstractComputation
(
)
:
AbstractComputation
Returns
AbstractComputation
set
Computation
:
(
type
:
AbstractComputation
)
=>
void
(
type
:
AbstractComputation
)
:
void
Parameters
type:
AbstractComputation
Returns
void
Dataset
Dataset
:
{
Dataset
:
typeof
Dataset
}
= ...
Type declaration
Dataset
:
typeof
Dataset
Dataset
Builder
Dataset
Builder
:
{
DatasetBuilder
:
typeof
DatasetBuilder
}
= ...
Type declaration
Dataset
Builder
:
typeof
DatasetBuilder
Dataset
Builder
Source
Dataset
Builder
Source
:
{
DatasetBuilderSourceCSV
:
typeof
DatasetBuilderSourceCSV
}
= ...
Type declaration
Dataset
Builder
SourceCSV
:
typeof
DatasetBuilderSourceCSV
Dataset
Modifier
Dataset
Modifier
:
{
CallbackDatabaseModifier
:
typeof
CallbackDatabaseModifier
;
MinMaxScalingDatabaseModifier
:
typeof
MinMaxScalingDatabaseModifier
;
MissingDataScalingDatabaseModifier
:
typeof
MissingDataScalingDatabaseModifier
}
= ...
Type declaration
Callback
Database
Modifier
:
typeof
CallbackDatabaseModifier
Min
Max
Scaling
Database
Modifier
:
typeof
MinMaxScalingDatabaseModifier
Missing
Data
Scaling
Database
Modifier
:
typeof
MissingDataScalingDatabaseModifier
Layer
Layer
:
{
ConvLayer
:
typeof
ConvLayer
;
FullyConnectedLayer
:
typeof
FullyConnectedLayer
;
LogisticLayer
:
typeof
LogisticLayer
;
MaxPoolLayer
:
typeof
MaxPoolLayer
;
ReluLayer
:
typeof
ReluLayer
;
SoftmaxLayer
:
typeof
SoftmaxLayer
;
SoftplusLayer
:
typeof
SoftplusLayer
;
TanhLayer
:
typeof
TanhLayer
}
= ...
Type declaration
Conv
Layer
:
typeof
ConvLayer
Fully
Connected
Layer
:
typeof
FullyConnectedLayer
Logistic
Layer
:
typeof
LogisticLayer
Max
Pool
Layer
:
typeof
MaxPoolLayer
Relu
Layer
:
typeof
ReluLayer
Softmax
Layer
:
typeof
SoftmaxLayer
Softplus
Layer
:
typeof
SoftplusLayer
Tanh
Layer
:
typeof
TanhLayer
Math
Math
:
{
Matrix
:
typeof
Matrix
}
= ...
Type declaration
Matrix
:
typeof
Matrix
Network
Builder
Network
Builder
:
{
NetworkBuilder1D
:
typeof
NetworkBuilder1D
;
NetworkBuilder3D
:
typeof
NetworkBuilder3D
}
= ...
Type declaration
Network
Builder1D
:
typeof
NetworkBuilder1D
Network
Builder3D
:
typeof
NetworkBuilder3D
Optimizer
Optimizer
:
{
OptimizerAdagrad
:
typeof
OptimizerAdagrad
;
OptimizerAdam
:
typeof
OptimizerAdam
;
OptimizerGradientDescent
:
typeof
OptimizerGradientDescent
;
OptimizerMomentum
:
typeof
OptimizerMomentum
;
OptimizerRMSProp
:
typeof
OptimizerRMSProp
}
= ...
Type declaration
Optimizer
Adagrad
:
typeof
OptimizerAdagrad
Optimizer
Adam
:
typeof
OptimizerAdam
Optimizer
Gradient
Descent
:
typeof
OptimizerGradientDescent
Optimizer
Momentum
:
typeof
OptimizerMomentum
OptimizerRMSProp
:
typeof
OptimizerRMSProp
Trainer
Trainer
:
{
MiniBatchTrainer
:
typeof
MiniBatchTrainer
;
Trainer
:
typeof
Trainer
}
= ...
Type declaration
Mini
Batch
Trainer
:
typeof
MiniBatchTrainer
Trainer
:
typeof
Trainer
Modules
Computation
Computation/
Abstract
Computation
Computation/
ComputationCPU
Computation/
ComputationGPU
Computation/utils
Dataset
Dataset/
Dataset
Dataset/
Dataset
Modifier
Dataset/
Dataset
Modifier/
Abstract
Dataset
Modifier
Dataset/
Dataset
Modifier/
Callback
Dataset/
Dataset
Modifier/
Min
Max
Scaling
Dataset/
Dataset
Modifier/
Missing
Data
Dataset
Builder
Dataset
Builder/
Dataset
Builder
Dataset
Builder/
Dataset
Builder
Source
Dataset
Builder/
Dataset
Builder
Source/
Abstract
Document
Builder
Source
Dataset
Builder/
Dataset
Builder
Source/
Dataset
Builder
SourceCSV
Layer
Layer/
Abstract
Layer
Layer/
Abstract
Layer1D
Layer/
Abstract
Layer3D
Layer/
Backpropagation
Layer/
Backpropagation/
Abstract
Backpropagation
Layer/
Backpropagation/
Backpropagation1
Dto1D
Layer/
Backpropagation/
Backpropagation3
Dto1D
Layer/
Backpropagation/
Backpropagation
Factory
Layer/
Backpropagation/
Backpropagation
To
Conv
Layer/
Backpropagation/
Backpropagation
To
Max
Pool
Layer/
Conv
Layer/
Fully
Connected
Layer/
Logistic
Layer/
Max
Pool
Layer/
Purelin
Layer/
Relu
Layer/
Softmax
Layer/
Softplus
Layer/
Tanh
Math/
Matrix
Math/math
Network/
Network
Network
Builder
Network
Builder/
Abstract
Network
Builder
Network
Builder/
Network
Builder1D
Network
Builder/
Network
Builder3D
Network
Builder/types
Trainer
Trainer/
Abstract
Trainer
Trainer/
Mini
Batch
Trainer
Trainer/
Optimizer
Trainer/
Optimizer/
Abstract
Optimizer
Trainer/
Optimizer/
Optimizer
Adagrad
Trainer/
Optimizer/
Optimizer
Adam
Trainer/
Optimizer/
Optimizer
Gradient
Descent
main
types
Computation
Dataset
Dataset
Builder
Dataset
Builder
Source
Dataset
Modifier
Layer
Math
Network
Builder
Optimizer
Trainer
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