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RestrictedBoltzmannMachine Methods |
The RestrictedBoltzmannMachine type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | Compute |
Compute output vector of the network.
(Overrides NetworkCompute(Double).) |
 | CreateGaussianBernoulli |
Constructs a Gaussian-Bernoulli network with
visible Gaussian units and hidden Bernoulli units.
|
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
 | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| GenerateInput |
Samples an input vector from the network
given an output vector.
|
| GenerateOutput |
Samples an output vector from the network
given an input vector.
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| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| Randomize |
Randomize layers of the network.
(Inherited from Network.) |
| Reconstruct |
Reconstructs a input vector for a given output.
|
| Save(Stream) |
Save network to specified file.
(Inherited from Network.) |
| Save(String) |
Save network to specified file.
(Inherited from Network.) |
| SetActivationFunction |
Set new activation function for all neurons of the network.
(Inherited from ActivationNetwork.) |
| ToActivationNetwork(Int32) |
Creates a new ActivationNetwork from this instance.
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| ToActivationNetwork(IActivationFunction, Int32) |
Creates a new ActivationNetwork from this instance.
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| ToString | Returns a string that represents the current object. (Inherited from Object.) |
| UpdateVisibleWeights |
Updates the weights of the visible layer by copying
the reverse of the weights in the hidden layer.
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Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(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.) |
| ToT | 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.) |
See Also