.. role:: hidden | |
:class: hidden-section | |
torch.linalg | |
============ | |
Common linear algebra operations. | |
.. automodule:: torch.linalg | |
.. currentmodule:: torch.linalg | |
Matrix Properties | |
----------------- | |
.. autosummary:: | |
:toctree: generated | |
:nosignatures: | |
norm | |
vector_norm | |
matrix_norm | |
det | |
slogdet | |
cond | |
matrix_rank | |
Decompositions | |
-------------- | |
.. autosummary:: | |
:toctree: generated | |
:nosignatures: | |
cholesky | |
qr | |
lu_factor | |
eig | |
eigvals | |
eigh | |
eigvalsh | |
svd | |
svdvals | |
Solvers | |
------- | |
.. autosummary:: | |
:toctree: generated | |
:nosignatures: | |
solve | |
solve_triangular | |
lstsq | |
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 | |
multi_dot | |
householder_product | |
Tensor Operations | |
----------------- | |
.. autosummary:: | |
:toctree: generated | |
:nosignatures: | |
tensorinv | |
tensorsolve | |
Experimental Functions | |
---------------------- | |
.. autosummary:: | |
:toctree: generated | |
:nosignatures: | |
cholesky_ex | |
inv_ex | |
lu_factor_ex |