Class Adagrad

Hierarchy (View Summary)

Optimizer
- Adagrad

Index

Constructors

Properties

defaults params

Methods

Constructors

constructor

new Adagrad(
    params: nn.parameter.Parameter[],
    lr?: number,
    lr_decay?: number,
    weight_decay?: number,
    eps?: number,
): Adagrad
Parameters
- params: nn.parameter.Parameter[]
- lr: number = 0.01
- lr_decay: number = 0
- weight_decay: number = 0
- eps: number = 1e-10
Returns Adagrad
Overrides Optimizer.constructor
- Defined in optim/optimizers.ts:14

Properties

defaults

defaults: { [key: string]: any }

params

params: nn.parameter.Parameter[]

Methods

step

step(): void
Returns void
Overrides Optimizer.step
- Defined in optim/optimizers.ts:28

zero_grad

zero_grad(): void
Returns void
Inherited from Optimizer.zero_grad
- Defined in optim/base.ts:12