Class: LayerParams

Parameters for each layer of a neural network.

URI: https://w3id.org/neat-ml/:LayerParams

Slots

Name	Range	Cardinality	Description	Info
units	integer	0..1	None	.
activation	ActivationEnum	0..1	Activation layer type	.
rate	float	0..1	None	.

Usages

Identifier and Mapping Information

LinkML Specification

Direct

name: LayerParams
description: Parameters for each layer of a neural network.
from_schema: https://w3id.org/neat-ml
attributes:
  units:
    name: units
    from_schema: https://w3id.org/neat-ml
    range: integer
  activation:
    name: activation
    description: Activation layer type
    from_schema: https://w3id.org/neat-ml
    range: activation_enum
  rate:
    name: rate
    from_schema: https://w3id.org/neat-ml
    range: float

Induced

name: LayerParams
description: Parameters for each layer of a neural network.
from_schema: https://w3id.org/neat-ml
attributes:
  units:
    name: units
    from_schema: https://w3id.org/neat-ml
    alias: units
    owner: LayerParams
    range: integer
  activation:
    name: activation
    description: Activation layer type
    from_schema: https://w3id.org/neat-ml
    alias: activation
    owner: LayerParams
    range: activation_enum
  rate:
    name: rate
    from_schema: https://w3id.org/neat-ml
    alias: rate
    owner: LayerParams
    range: float