GAN class

Simple GAN scaffolding using ANN heads for generator and discriminator.

Constructors

GAN({int latentDim = 100, required List<int> genLayers, required List<int> discLayers, int? seed})

Properties

discriminator → ANN

final

generator → ANN

final

hashCode → int

The hash code for this object.

no setter, inherited

latentDim → int

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

fit(List<List<double>> realX, {int epochs = 1, int batchSize = 16}) → void

Very small-step adversarial training stub: perform paired updates on discriminator and generator by creating labels and fitting the ANN heads.

generate(int n) → List<List<double>>

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toJson() → String

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited

Static Methods

fromJson(String s, {int? seed}) → GAN

fromMap(Map<String, dynamic> m, {int? seed}) → GAN