Clark Kent LU Decomposition (`sksparse.klu`)¶

Added in version 0.5.0.

An interface to the SuiteSparse KLU package, which computes the LU factorization and solves systems of equations for sparse, possibly non-symmetric, indefinite matrices.

Function Interface¶

Solve a linear system using KLU.

Object Interface¶

`klu_factor`	Compute the LU factorization of a sparse matrix using KLU.
`KLUFactor`	Class to compute and store the KLU factorization of a sparse matrix.
`KLUInfo`	A dataclass to store KLU information.
`KLUControl`	A dataclass to set KLU control parameters.

Warnings and Exceptions¶

`KLUWarning`	Base warning for KLU-related warnings.
`KLUSingularMatrixWarning`	Warning raised when a singular matrix is encountered.
`KLUError`	Base exception for KLU-related errors.
`KLUOutOfMemoryError`	Exception raised when KLU runs out of memory.
`KLUInvalidError`	Exception raised for invalid inputs to KLU.
`KLUOverflowError`	Exception raised when KLU encounters an overflow.

References