Uses of Class
engine.neural.Matrix

Packages that use Matrix

Package	Description
engine.neural
engine.neural.initializers
engine.neural.networks
engine.neural.optimizers

Uses of Matrix in engine.neural

Subclasses of Matrix in engine.neural

Modifier and Type	Class	Description
class	Vector

Methods in engine.neural that return Matrix

Modifier and Type	Method	Description
Matrix	Matrix.copy()
Matrix	Matrix.elementWise(float[] b)
Matrix	Matrix.elementWise(Matrix b)
Matrix	Matrix.getTranspose()
Matrix	Matrix.multiply(Matrix b)
Matrix	Matrix.scaleMatrixReturn(float scale)

Methods in engine.neural with parameters of type Matrix

Modifier and Type	Method	Description
Matrix	Matrix.elementWise(Matrix b)
void	Initializer.initialize(Matrix weights)
Matrix	Matrix.multiply(Matrix b)
void	Optimizer.updateWeights(Matrix weights, Matrix gradient)

Uses of Matrix in engine.neural.initializers

Methods in engine.neural.initializers with parameters of type Matrix

Modifier and Type	Method	Description
void	Glorot.initialize(Matrix weights)
void	Kaiming.initialize(Matrix weights)
void	RandomNormal.initialize(Matrix weights)
void	RandomUniform.initialize(Matrix weights)

Uses of Matrix in engine.neural.networks

Fields in engine.neural.networks declared as Matrix

Modifier and Type	Field	Description
private Matrix[]	Feedforward.weights

Methods in engine.neural.networks with parameters of type Matrix

Modifier and Type	Method	Description
private String	Feedforward.printMatrices(Matrix[] m)
private void	Feedforward.textToMatrix(Scanner scan, Matrix[] m)

Uses of Matrix in engine.neural.optimizers

Fields in engine.neural.optimizers with type parameters of type Matrix

Modifier and Type	Field	Description
private IdentityHashMap<Matrix,Matrix>	SGDMomentum.velocityWeights	Store velocity matrix based off of which matrix is given
private IdentityHashMap<Matrix,Matrix>	SGDMomentum.velocityWeights	Store velocity matrix based off of which matrix is given

Methods in engine.neural.optimizers with parameters of type Matrix

Modifier and Type	Method	Description
void	Adam.updateWeights(Matrix weights, Matrix gradient)
void	AdamW.updateWeights(Matrix weights, Matrix gradient)
void	RMSProp.updateWeights(Matrix weights, Matrix gradient)
void	SGD.updateWeights(Matrix weights, Matrix gradient)
void	SGDMomentum.updateWeights(Matrix weights, Matrix gradient)