ParamGroup

scalation.modeling.forecasting.neuralforecasting.RecurrentBase.ParamGroup
protected case class ParamGroup[T](var param: T, var velocity: T, var grad: T)

Case class representing a group of parameters, including the parameter itself, its velocity, and its gradient.

Value parameters

grad

the gradient of the parameter, used for updating the parameter during training

param

the parameter (e.g., weights or biases)

velocity

the velocity associated with the parameter, used for momentum in optimization

Attributes

Graph
Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
Show all

Members list

Value members

Inherited methods

def productElementNames: Iterator[String]

An iterator over the names of all the elements of this product.

An iterator over the names of all the elements of this product.

Attributes

Inherited from:
Product
def productIterator: Iterator[Any]

An iterator over all the elements of this product.

An iterator over all the elements of this product.

Attributes

Returns

in the default implementation, an Iterator[Any]

Inherited from:
Product