Serialized Form

Package org.tribuo.math

Class org.tribuo.math.LinearParameters

class LinearParameters extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

weightMatrix

DenseMatrix weightMatrix

weights

Tensor[] weights

Package org.tribuo.math.distance

Class org.tribuo.math.distance.CosineDistance

class CosineDistance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.distance.L1Distance

class L1Distance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.distance.L2Distance

class L2Distance extends Object implements Serializable

serialVersionUID:

1L

Package org.tribuo.math.kernel

Class org.tribuo.math.kernel.Linear

class Linear extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.kernel.Polynomial

class Polynomial extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

degree

double degree

gamma

double gamma

intercept

double intercept

Class org.tribuo.math.kernel.RBF

class RBF extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

gamma

double gamma

Class org.tribuo.math.kernel.Sigmoid

class Sigmoid extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

gamma

double gamma

intercept

double intercept

Package org.tribuo.math.la

Class org.tribuo.math.la.DenseMatrix

class DenseMatrix extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

dim1

int dim1

The number of rows.

dim2

int dim2

The number of columns.

numElements

int numElements

shape

int[] shape

values

double[][] values

The value array.

Class org.tribuo.math.la.DenseSparseMatrix

class DenseSparseMatrix extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

dim1

int dim1

dim2

int dim2

shape

int[] shape

values

SparseVector[] values

Class org.tribuo.math.la.DenseVector

class DenseVector extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

elements

double[] elements

The value array.

shape

int[] shape

Class org.tribuo.math.la.SparseVector

class SparseVector extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

indices

int[] indices

The indices array.

shape

int[] shape

size

int size

values

double[] values

The values array.

Package org.tribuo.math.neighbour

Package org.tribuo.math.neighbour.bruteforce

Class org.tribuo.math.neighbour.bruteforce.NeighboursBruteForceFactory

class NeighboursBruteForceFactory extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

distance

Distance distance

numThreads

int numThreads

Package org.tribuo.math.neighbour.kdtree

Class org.tribuo.math.neighbour.kdtree.KDTreeFactory

class KDTreeFactory extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

distance

Distance distance

numThreads

int numThreads

Package org.tribuo.math.optimisers.util

Class org.tribuo.math.optimisers.util.ShrinkingMatrix

class ShrinkingMatrix extends DenseMatrix implements Serializable

Serialized Fields

baseRate

double baseRate

iteration

int iteration

lambdaSqrt

double lambdaSqrt

multiplier

double multiplier

reproject

boolean reproject

scaleShrinking

boolean scaleShrinking

squaredTwoNorm

double squaredTwoNorm

Class org.tribuo.math.optimisers.util.ShrinkingVector

class ShrinkingVector extends DenseVector implements Serializable

Serialized Fields

baseRate

double baseRate

iteration

int iteration

lambdaSqrt

double lambdaSqrt

multiplier

double multiplier

reproject

boolean reproject

scaleShrinking

boolean scaleShrinking

squaredTwoNorm

double squaredTwoNorm

Package org.tribuo.math.util

Class org.tribuo.math.util.ExpNormalizer

class ExpNormalizer extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.util.HeapMerger

class HeapMerger extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.util.MatrixHeapMerger

class MatrixHeapMerger extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.util.NoopNormalizer

class NoopNormalizer extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.util.Normalizer

class Normalizer extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.math.util.SigmoidNormalizer

class SigmoidNormalizer extends Object implements Serializable

serialVersionUID:

1L