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|
.. role:: hidden
:class: hidden-section
torch.linalg
============
Common linear algebra operations.
See :ref:`Linear Algebra Stability` for some common numerical edge-cases.
.. automodule:: torch.linalg
.. currentmodule:: torch.linalg
Matrix Properties
-----------------
.. autosummary::
:toctree: generated
:nosignatures:
norm
vector_norm
matrix_norm
diagonal
det
slogdet
cond
matrix_rank
Decompositions
--------------
.. autosummary::
:toctree: generated
:nosignatures:
cholesky
qr
lu
lu_factor
eig
eigvals
eigh
eigvalsh
svd
svdvals
.. _linalg solvers:
Solvers
-------
.. autosummary::
:toctree: generated
:nosignatures:
solve
solve_triangular
lu_solve
lstsq
.. _linalg inverses:
Inverses
--------
.. autosummary::
:toctree: generated
:nosignatures:
inv
pinv
Matrix Functions
----------------
.. autosummary::
:toctree: generated
:nosignatures:
matrix_exp
matrix_power
Matrix Products
---------------
.. autosummary::
:toctree: generated
:nosignatures:
cross
matmul
vecdot
multi_dot
householder_product
Tensor Operations
-----------------
.. autosummary::
:toctree: generated
:nosignatures:
tensorinv
tensorsolve
Misc
----
.. autosummary::
:toctree: generated
:nosignatures:
vander
Experimental Functions
----------------------
.. autosummary::
:toctree: generated
:nosignatures:
cholesky_ex
inv_ex
solve_ex
lu_factor_ex
ldl_factor
ldl_factor_ex
ldl_solve
|
