mathematicskit.linalg
=====================


.. include:: /_generated/nav/linalg.rst

LU decomposition with partial pivoting (``scipy.linalg.lu``); QR via
Householder reflections (``scipy.linalg.qr``) and a hand-rolled
Gram-Schmidt comparison; Cholesky decomposition (``numpy.linalg.cholesky``);
eigenvalue computation (``numpy.linalg.eigh``/``eig``) alongside
hand-rolled power/inverse iteration; SVD (``numpy.linalg.svd``);
conjugate gradient and GMRES (``scipy.sparse.linalg.cg``/``gmres``);
condition-number estimation (``numpy.linalg.cond``) and a
least-squares stability comparison (normal equations vs. QR vs.
``numpy.linalg.lstsq``).

.. automodule:: mathematicskit.linalg
   :members:
   :undoc-members: