probnum.linalg¶
Linear Algebra.
This package implements probabilistic numerical methods for the solution of problems arising in linear algebra, such as the solution of linear systems.
Functions¶
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Infer a solution to the linear system \(A x = b\) in a Bayesian framework. |
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Conjugate Gradients using prior information on the solution of the linear system. |
Classes¶
An abstract base class for probabilistic linear solvers. |
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Abstract class for matrix-based probabilistic linear solvers. |
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Asymmetric matrix-based probabilistic linear solver. |
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Symmetric matrix-based probabilistic linear solver. |
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Solver iteration of BayesCG. |