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SciPy Recipes
book

SciPy Recipes

by Luiz Felipe Martins, Ke Wu, Ruben Oliva Ramos, V Kishore Ayyadevara
December 2017
Intermediate to advanced
386 pages
10h 42m
English
Packt Publishing
Content preview from SciPy Recipes

How to do it...

We have the following functions and parameters:

Parameters

a : (..., M, M) array_like

Coefficient matrix.

b : {(..., M,), (..., M, K)}, array_like

Ordinate or dependent variable values.

Returns

x : {(..., M,), (..., M, K)} ndarray

Solution to the system a x = b. The returned shape is identical to b.

Raises

LinAlgError

If a is singular or not square.

Broadcasting rules apply; see the numpy.linalg documentation for details. The solutions are computed using the LAPACK _gesv routine it must be square and of full-rank, that is, all rows (or, equivalently, columns) must be linearly independent; if either is not true, use lstsq for the least-squares best solution of the system/equation.

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Publisher Resources

ISBN: 9781788291460