Uses of Package
org.tribuo.math.la

Packages that use org.tribuo.math.la

Package	Description
org.tribuo.math	Contains the implementation of Tribuo's math library, it's gradient descent optimisers, kernels and a set of math related utils.
org.tribuo.math.distance	An interface for distance computations between two SGDVector instances along with some standard implementations.
org.tribuo.math.distributions	A package of statistical distributions.
org.tribuo.math.kernel	Provides a Kernel interface for Mercer kernels, along with implementations of standard kernels.
org.tribuo.math.la	Provides a linear algebra system used for numerical operations in Tribuo.
org.tribuo.math.neighbour	Provides nearest neighbour query functionality.
org.tribuo.math.neighbour.bruteforce	Provides a brute-force nearest neighbour query implementation.
org.tribuo.math.neighbour.kdtree	Provides a k-d tree nearest neighbour query implementation.
org.tribuo.math.onnx	Utilities for converting Tribuo math objects into ONNX representations.
org.tribuo.math.optimisers	Provides implementations of StochasticGradientOptimiser.
org.tribuo.math.optimisers.util	Provides some utility tensors for use in gradient optimisers.
org.tribuo.math.util	Provides math related util classes.

Classes in org.tribuo.math.la used by org.tribuo.math

Class	Description
DenseMatrix	A dense matrix, backed by a primitive array.
DenseVector	A dense vector, backed by a double array.
SGDVector	Interface for 1 dimensional Tensors.
Tensor	An interface for Tensors, currently Vectors and Matrices.

Classes in org.tribuo.math.la used by org.tribuo.math.distance

Class	Description
SGDVector	Interface for 1 dimensional Tensors.

Classes in org.tribuo.math.la used by org.tribuo.math.distributions

Class	Description
DenseMatrix	A dense matrix, backed by a primitive array.
DenseVector	A dense vector, backed by a double array.

Classes in org.tribuo.math.la used by org.tribuo.math.kernel

Class	Description
SparseVector	A sparse vector.

Classes in org.tribuo.math.la used by org.tribuo.math.la

Class	Description
DenseMatrix	A dense matrix, backed by a primitive array.
DenseMatrix.CholeskyFactorization	The output of a successful Cholesky factorization.
DenseMatrix.EigenDecomposition	The output of a successful eigen decomposition.
DenseMatrix.LUFactorization	The output of a successful LU factorization.
DenseSparseMatrix	A matrix which is dense in the first dimension and sparse in the second.
DenseVector	A dense vector, backed by a double array.
Matrix	Interface for 2 dimensional Tensors.
Matrix.Factorization	Interface for matrix factorizations.
MatrixIterator	A Comparable Iterator over MatrixTuples.
MatrixTuple	A mutable tuple used to avoid allocation when iterating a matrix.
SGDVector	Interface for 1 dimensional Tensors.
SparseVector	A sparse vector.
Tensor	An interface for Tensors, currently Vectors and Matrices.
VectorIterator	A Comparable Iterator over VectorTuples.
VectorTuple	A mutable tuple used to avoid allocation when iterating a vector.

Classes in org.tribuo.math.la used by org.tribuo.math.neighbour

Class	Description
SGDVector	Interface for 1 dimensional Tensors.

Classes in org.tribuo.math.la used by org.tribuo.math.neighbour.bruteforce

Class	Description
SGDVector	Interface for 1 dimensional Tensors.

Classes in org.tribuo.math.la used by org.tribuo.math.neighbour.kdtree

Class	Description
SGDVector	Interface for 1 dimensional Tensors.

Classes in org.tribuo.math.la used by org.tribuo.math.onnx

Class	Description
Matrix	Interface for 2 dimensional Tensors.
SGDVector	Interface for 1 dimensional Tensors.

Classes in org.tribuo.math.la used by org.tribuo.math.optimisers

Class	Description
Tensor	An interface for Tensors, currently Vectors and Matrices.

Classes in org.tribuo.math.la used by org.tribuo.math.optimisers.util

Class	Description
DenseMatrix	A dense matrix, backed by a primitive array.
DenseVector	A dense vector, backed by a double array.
Matrix	Interface for 2 dimensional Tensors.
MatrixIterator	A Comparable Iterator over MatrixTuples.
SGDVector	Interface for 1 dimensional Tensors.
Tensor	An interface for Tensors, currently Vectors and Matrices.
VectorIterator	A Comparable Iterator over VectorTuples.

Classes in org.tribuo.math.la used by org.tribuo.math.util

Class	Description
DenseSparseMatrix	A matrix which is dense in the first dimension and sparse in the second.
SparseVector	A sparse vector.