Array API Standard Support: `sparse.linalg`#

Support on CPU#

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

blank = not currently documented

function/class	torch	jax	dask
LaplacianNd
LinearOperator	✔️	✔️	✔️
SuperLU
aslinearoperator	✔️	✔️	✔️
bicg	✖	✖	✖
bicgstab	✖	✖	✖
cg	✖	✖	✖
cgs	✖	✖	✖
eigs
eigsh
expm
expm_multiply
factorized
funm_multiply_krylov
gcrotmk	✖	✖	✖
gmres	✖	✖	✖
inv
is_sptriangular
lgmres	✖	✖	✖
lobpcg
lsmr
lsqr
matrix_power
minres	✖	✖	✖
norm
onenormest
qmr	✖	✖	✖
spbandwidth
spilu
splu
spsolve
spsolve_triangular
svds
tfqmr	✖	✖	✖
use_solver

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

blank = not currently documented

function/class	cupy	torch	jax
LaplacianNd
LinearOperator	✔️	✔️	✔️
SuperLU
aslinearoperator	✔️	✔️	✔️
bicg	✖	✖	✖
bicgstab	✖	✖	✖
cg	✖	✖	✖
cgs	✖	✖	✖
eigs
eigsh
expm
expm_multiply
factorized
funm_multiply_krylov
gcrotmk	✖	✖	✖
gmres	✖	✖	✖
inv
is_sptriangular
lgmres	✖	✖	✖
lobpcg
lsmr
lsqr
matrix_power
minres	✖	✖	✖
norm
onenormest
qmr	✖	✖	✖
spbandwidth
spilu
splu
spsolve
spsolve_triangular
svds
tfqmr	✖	✖	✖
use_solver

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

blank = not currently documented