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DeepNeuralNetworkLearning Class

Deep Neural Network learning algorithm.
Inheritance Hierarchy
SystemObject
  Accord.Neuro.LearningDeepNeuralNetworkLearning

Namespace:  Accord.Neuro.Learning
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.8.0
Syntax
public class DeepNeuralNetworkLearning : ISupervisedLearning
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The DeepNeuralNetworkLearning type exposes the following members.

Constructors
  NameDescription
Public methodDeepNeuralNetworkLearning
Creates a new DeepBeliefNetworkLearning algorithm.
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Properties
  NameDescription
Public propertyAlgorithm
Gets or sets the configuration function used to specify and create the learning algorithms for each of the layers of the deep network.
Public propertyLayerCount
Gets or sets the number of layers, starting at LayerIndex to be trained by the deep learning algorithm.
Public propertyLayerIndex
Gets or sets the current layer index being trained by the deep learning algorithm.
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Methods
  NameDescription
Public methodComputeError
Computes the reconstruction error for a given set of input values.
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetLayerInput(Double)
Public methodGetLayerInput(Double)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodRun
Runs a single learning iteration.
Public methodRunEpoch(Double, Double)
Runs a single batch epoch of the learning algorithm.
Public methodRunEpoch(Double, Double)
Runs a single learning epoch using multiple mini-batches to improve speed.
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodTo(Type)Overloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Public Extension MethodToTOverloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
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See Also