| .. role:: hidden |
| :class: hidden-section |
| |
| torch.linalg |
| ============ |
| |
| Common linear algebra operations. |
| |
| See :ref:`Linear Algebra Stability` for some common numerical edge-cases. |
| |
| .. 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 |
| lu_factor |
| eig |
| eigvals |
| eigh |
| eigvalsh |
| svd |
| svdvals |
| |
| .. _linalg solvers: |
| |
| Solvers |
| ------- |
| |
| .. autosummary:: |
| :toctree: generated |
| :nosignatures: |
| |
| solve |
| solve_triangular |
| lu_solve |
| lstsq |
| |
| .. _linalg inverses: |
| |
| 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 |
| vecdot |
| multi_dot |
| householder_product |
| |
| Tensor Operations |
| ----------------- |
| |
| .. autosummary:: |
| :toctree: generated |
| :nosignatures: |
| |
| tensorinv |
| tensorsolve |
| |
| Misc |
| ---- |
| |
| .. autosummary:: |
| :toctree: generated |
| :nosignatures: |
| |
| vander |
| |
| Experimental Functions |
| ---------------------- |
| .. autosummary:: |
| :toctree: generated |
| :nosignatures: |
| |
| cholesky_ex |
| inv_ex |
| solve_ex |
| lu_factor_ex |
| ldl_factor |
| ldl_factor_ex |
| ldl_solve |
