Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
scipy_sparse_linalg.rst 1.22 KB
Newer Older
root's avatar
clone code from github  
root committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83 
.. module:: cupyx.scipy.sparse.linalg

Sparse linear algebra (:mod:`cupyx.scipy.sparse.linalg`)
========================================================

.. Hint:: `SciPy API Reference: Sparse linear algebra (scipy.sparse.linalg) <https://docs.scipy.org/doc/scipy/reference/sparse.linalg.html>`_

Abstract linear operators
-------------------------

.. autosummary::
   :toctree: generated/

   LinearOperator
   aslinearoperator


Matrix norms
------------

.. autosummary::
   :toctree: generated/

   norm


Solving linear problems
-----------------------

Direct methods for linear equation systems:

.. autosummary::
   :toctree: generated/

   spsolve
   spsolve_triangular
   factorized

Iterative methods for linear equation systems:

.. autosummary::
   :toctree: generated/

   cg
   gmres
   cgs
   minres

Iterative methods for least-squares problems:

.. autosummary::
   :toctree: generated/

   lsqr
   lsmr


Matrix factorizations
---------------------

Eigenvalue problems:

.. autosummary::
   :toctree: generated/

   eigsh
   lobpcg

Singular values problems:

.. autosummary::
   :toctree: generated/

   svds

Complete or incomplete LU factorizations:

.. autosummary::
   :toctree: generated/

   splu
   spilu
   SuperLU