AFF

scalation.modeling.AFF

case class AFF(name: String, f: FunctionS2S, f_: FunctionV2V, d: FunctionV2V, bounds: (Double, Double), arange: (Double, Double))

The AFF class holds an Activation Function Family (AFF).

Value parameters

arange: the (lower, upper) bounds on the input (active) range of the activation function e.g., (-2, 2) for sigmoid, defaults to null => no limit
bounds: the (lower, upper) bounds on the output range of the activation function, e.g., (0, 1) for sigmoid, defaults to null => no limit
d: the vector version of the activation function derivative
f: the activation function itself (scalar version)
f_: the vector version of the activation function
name: the name of the activation function

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Supertypes: trait Serializable

trait Product

trait Equals

class Object

trait Matchable

class Any
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