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.. _routines.linalg:
Linear algebra (:mod:`numpy.linalg`)
************************************
.. currentmodule:: numpy
Matrix and vector products
--------------------------
.. autosummary::
:toctree: generated/
dot
vdot
inner
outer
tensordot
einsum
linalg.matrix_power
kron
Decompositions
--------------
.. autosummary::
:toctree: generated/
linalg.cholesky
linalg.qr
linalg.svd
Matrix eigenvalues
------------------
.. autosummary::
:toctree: generated/
linalg.eig
linalg.eigh
linalg.eigvals
linalg.eigvalsh
Norms and other numbers
-----------------------
.. autosummary::
:toctree: generated/
linalg.norm
linalg.cond
linalg.det
linalg.slogdet
trace
Solving equations and inverting matrices
----------------------------------------
.. autosummary::
:toctree: generated/
linalg.solve
linalg.tensorsolve
linalg.lstsq
linalg.inv
linalg.pinv
linalg.tensorinv
Exceptions
----------
.. autosummary::
:toctree: generated/
linalg.LinAlgError
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