.. _routines.linalg: Linear algebra (:mod:`numpy.linalg`) ************************************ .. currentmodule:: numpy Matrix and vector products -------------------------- .. autosummary:: :toctree: generated/ dot vdot inner outer tensordot 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 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