Optimizer class abstract

The abstract base class for all optimization algorithms.

Implementers

• Adagrad
• Adam
• AdamW
• AMSGrad
• Momentum
• NAG
• RMSprop
• SGD

Constructors

Optimizer(List<Tensor> parameters, {required double learningRate})

Properties

hashCode → int

The hash code for this object.

no setter, inherited

learningRate ↔ double

getter/setter pair

parameters ↔ List<Tensor>

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

step() → void

toString() → String

A string representation of this object.

inherited

zeroGrad() → void

Operators

operator ==(Object other) → bool

The equality operator.

inherited