Class Linear

Hierarchy (View Summary)

Module
- Linear

Index

Constructors

Properties

Methods

forward named_parameters parameters register

Constructors

constructor

new Linear(in_features: number, out_features: number, bias?: boolean): Linear
Parameters
- in_features: number
- out_features: number
- bias: boolean = true
Returns Linear
Overrides Module.constructor
- Defined in nn/module.ts:10

Properties

bias

bias: nn.parameter.Parameter

weight

weight: nn.parameter.Parameter

Methods

forward

forward(input: Tensor): Tensor
Parameters
- input: Tensor
Returns Tensor
Overrides Module.forward
- Defined in nn/module.ts:33

named_parameters

named_parameters(prefix?: string): [string, nn.parameter.Parameter][]
Parameters
- prefix: string = ''
Returns [string, nn.parameter.Parameter][]
Inherited from Module.named_parameters
- Defined in nn/base.ts:41

parameters

parameters(): nn.parameter.Parameter[]
Returns nn.parameter.Parameter[]
Inherited from Module.parameters
- Defined in nn/base.ts:33

`Protected`register

register(name: string, value: nn.parameter.Parameter | Module): void
Parameters
- name: string
- value: nn.parameter.Parameter | Module
Returns void
Inherited from Module.register
- Defined in nn/base.ts:23