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RestrictedBoltzmannMachine Methods

The RestrictedBoltzmannMachine type exposes the following members.

Methods
  NameDescription
Public methodCompute
Compute output vector of the network.
(Overrides NetworkCompute(Double).)
Public methodStatic memberCreateGaussianBernoulli
Constructs a Gaussian-Bernoulli network with visible Gaussian units and hidden Bernoulli units.
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 methodGenerateInput
Samples an input vector from the network given an output vector.
Public methodGenerateOutput
Samples an output vector from the network given an input vector.
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
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 methodRandomize
Randomize layers of the network.
(Inherited from Network.)
Public methodReconstruct
Reconstructs a input vector for a given output.
Public methodSave(Stream)
Save network to specified file.
(Inherited from Network.)
Public methodSave(String)
Save network to specified file.
(Inherited from Network.)
Public methodSetActivationFunction
Set new activation function for all neurons of the network.
(Inherited from ActivationNetwork.)
Public methodToActivationNetwork(Int32)
Creates a new ActivationNetwork from this instance.
Public methodToActivationNetwork(IActivationFunction, Int32)
Creates a new ActivationNetwork from this instance.
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Public methodUpdateVisibleWeights
Updates the weights of the visible layer by copying the reverse of the weights in the hidden layer.
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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 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.)
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 Matrix.)
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See Also