flag4j 0.1.0-beta API
Packages
Package
Description
Provides implementations of "smart" array objects, the tensor shape object, and tuples.
Provides implementations for dense tensors, matrices, and vectors.
Contains implementations for sparse tensors, matrices, and vectors.
Utilities, configurations, and management for multithreaded implementations.
IO for vector, matrix, and tensor objects.
General purpose linear algebra operations including condition number evaluations, eigenvalue/eigenvector computations, matrix
inversion, and subspace analysis.
Contains base abstract class for all matrix decompositions.
Provides implementations of matrix balancing for real and complex matrices.
Provides implementations of the Cholesky decomposition for real and complex matrices.
Provides implementations of the Hessenberg decomposition for real and complex matrices.
Provides implementations of the LU decomposition for real, complex, and field matrices.
Provides implementations of the QR decomposition for real and complex matrices.
Provides implementations of the Schur decomposition for real and complex matrices.
Provides implementations of the singular value decomposition for real and complex matrices.
Provides abstract classes useful for implementing real or complex matrix decompositions which proceed by unitary transformations.
General linear algebra operations.
Implementations of operations on two complex array objects.
Implementations of operations on two
Field array objects.Implementations of operations on two real array objects.
Implementations of operations on two
Ring array objects.Implementations of operations on two
Semiring array objects.Implementations of operations on generic dense array objects.
Implementations of operations on complex dense array objects.
Implementations of operations on
Field dense array objects.Implementations of operations on real dense array objects.
Implementations of operations between real array objects and
Field dense array
objects.Implementations of operations on
Ring dense array objects.Implementations of operations on
Semiring dense array objects.Implementations of operations on generic sparse COO (coordinate) array objects.
Implementations of operations on real sparse COO (coordinate) array objects.
Implementations of operations between real and complex sparse COO (coordinate) array objects.
Implementations of operations on
Ring sparse COO (coordinate) array objects.Implementations of operations on
Semiring sparse COO (coordinate) array objects.Contains base abstract classes for all linear matrix and tensor equation solvers.
Contains solvers which solve well determined linear tensor and matrix equations in an exact sense.
Contains solvers which solve well determined triangular linear matrix equations in an exact sense.
Solvers for under-, well-, or over-determined linear systems in a least-squares sense.
Utility classes for computing and applying matrix and vector transformations.
Provides algebraic structures such as semirings, rings, and fields,
along with their concrete implementations.
Pseudo-random generation of real/complex numbers, and arrays, vectors, matrices, and tensors.
Statistical distributions useful for repeated random sampling.
General utilities for arrays, strings, data validation, and generating error messages.
Custom linear algebra and parsing related exceptions.