Basic Members

The Basic type exposes the following members.

Methods


  Name Description
Public method Static member Activation
Applies an activation function to an output.
Public method Static member BatchNorm(Variable, Single, String, String, String, String, Boolean, Single, Single)
Batch normalization layer (Ioffe and Szegedy, 2014). Normalize the activations of the previous layer at each batch, i.e.applies a transformation that maintains the mean activation close to 0 and the activation standard deviation close to 1.
Public method Static member BatchNorm(Int32, Single, String, String, String, String, Boolean, Single, Single)
Batches the norm.
Public method Static member Dense(Int32, Int32, String, Boolean, String, String)
Dense implements the operation: output = activation(dot(input, kernel) + bias) where activation is the element-wise activation function passed as the activation argument, kernel is a weights matrix created by the layer, and bias is a bias vector created by the layer (only applicable if use_bias is True).
Public method Static member Dense(Variable, Int32, String, Boolean, String, String)
Denses the specified layer.
Public method Static member Dropout
Dropout consists in randomly setting a fraction rate of input units to 0 at each update during training time, which helps prevent overfitting.
Public method Equals(System.Object) (Inherited from Object.)
Protected method Finalize (Inherited from Object.)
Public method GetHashCode (Inherited from Object.)
Public method GetType (Inherited from Object.)
Protected method MemberwiseClone (Inherited from Object.)
Public method ToString (Inherited from Object.)