.. 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 diagonal 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