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Improved docs for torch.linalg #56265

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Spectral decompositions
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71 changes: 56 additions & 15 deletions docs/source/linalg.rst
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Expand Up @@ -13,32 +13,73 @@ function for details.
.. automodule:: torch.linalg
.. currentmodule:: torch.linalg

Functions
---------
Matrix Properties
-----------------

.. autosummary::
:toctree: generated
:nosignatures:


cholesky
cond
norm
vector_norm
det
slogdet
cond
matrix_rank

Decompositions
--------------

.. autosummary::
:toctree: generated
:nosignatures:

cholesky
qr
eig
eigvals
eigh
eigvalsh
matrix_power
matrix_rank
multi_dot
norm
vector_norm
pinv
svd
svdvals

Solvers
-------

.. autosummary::
:toctree: generated
:nosignatures:

solve
tensorinv
tensorsolve
inv
qr
lstsq

Inverses
--------

.. autosummary::
:toctree: generated
:nosignatures:

inv
pinv

Matrix Products
---------------

.. autosummary::
:toctree: generated
:nosignatures:

matrix_power
multi_dot
householder_product

Tensor Operations
-----------------

.. autosummary::
:toctree: generated
:nosignatures:

tensorinv
tensorsolve
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