linear_operator
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Getting Started
LinearOperator
Installation
Basic Concepts
What is a Linear Operator?
Using LinearOperator Objects
Converting Between LinearOperators and torch.Tensor
Writing Your Own LinearOpeators
Linear Operator Objects
LinearOperator
Data-Sparse LinearOperators
Composition/Decoration LinearOperators
Structured LinearOperators
Advanced Package Reference
Settings
Functions
Utilities
linear_operator
Index
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Index
A
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B
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C
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D
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E
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F
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I
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K
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L
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M
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N
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P
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R
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S
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T
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U
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V
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Z
A
abs() (linear_operator.operators.ConstantDiagLinearOperator method)
(linear_operator.operators.DiagLinearOperator method)
(linear_operator.operators.KroneckerProductDiagLinearOperator method)
(linear_operator.operators.TriangularLinearOperator method)
add_diagonal() (in module linear_operator)
(linear_operator.operators.KroneckerProductLinearOperator method)
add_jitter() (in module linear_operator)
AddedDiagLinearOperator (class in linear_operator.operators)
all_to() (linear_operator.operators.CatLinearOperator method)
B
bdsmm() (in module linear_operator.utils.sparse)
BlockDiagLinearOperator (class in linear_operator.operators)
C
cached() (in module linear_operator.utils)
CatLinearOperator (class in linear_operator.operators)
cg_tolerance (class in linear_operator.settings)
cholesky_jitter (class in linear_operator.settings)
cholesky_max_tries (class in linear_operator.settings)
CholLinearOperator (class in linear_operator.operators)
ciq_samples (class in linear_operator.settings)
ConstantDiagLinearOperator (class in linear_operator.operators)
ConstantMulLinearOperator (class in linear_operator.operators)
contour_integral_quad() (in module linear_operator.utils)
covar_root_decomposition (linear_operator.settings.fast_computations attribute)
D
debug (class in linear_operator.settings)
deterministic_probes (class in linear_operator.settings)
DiagLinearOperator (class in linear_operator.operators)
diagonalization() (in module linear_operator)
dsmm() (in module linear_operator)
E
exp() (linear_operator.operators.ConstantDiagLinearOperator method)
(linear_operator.operators.DiagLinearOperator method)
(linear_operator.operators.TriangularLinearOperator method)
F
fast_computations (class in linear_operator.settings)
I
IdentityLinearOperator (class in linear_operator.operators)
InterpolatedLinearOperator (class in linear_operator.operators)
inv_quad() (in module linear_operator)
inv_quad_logdet() (in module linear_operator)
inverse() (linear_operator.operators.CholLinearOperator method)
(linear_operator.operators.ConstantDiagLinearOperator method)
(linear_operator.operators.DiagLinearOperator method)
(linear_operator.operators.KroneckerProductDiagLinearOperator method)
(linear_operator.operators.TriangularLinearOperator method)
K
KroneckerProductDiagLinearOperator (class in linear_operator.operators)
KroneckerProductLinearOperator (class in linear_operator.operators)
L
lanczos_tridiag_to_diag() (in module linear_operator.utils.lanczos)
linalg_dtypes (class in linear_operator.settings)
linear_cg() (in module linear_operator.utils)
linear_operator
module
linear_operator.settings
module
linear_operator.utils
module
linear_operator.utils.lanczos
module
linear_operator.utils.sparse
module
log() (linear_operator.operators.ConstantDiagLinearOperator method)
(linear_operator.operators.DiagLinearOperator method)
log_prob (linear_operator.settings.fast_computations attribute)
M
make_sparse_from_indices_and_values() (in module linear_operator.utils.sparse)
MatmulLinearOperator (class in linear_operator.operators)
max_cg_iterations (class in linear_operator.settings)
max_cholesky_size (class in linear_operator.settings)
max_lanczos_quadrature_iterations (class in linear_operator.settings)
max_preconditioner_size (class in linear_operator.settings)
max_root_decomposition_size (class in linear_operator.settings)
memory_efficient (class in linear_operator.settings)
min_preconditioning_size (class in linear_operator.settings)
minres() (in module linear_operator.utils)
minres_tolerance (class in linear_operator.settings)
module
linear_operator
linear_operator.settings
linear_operator.utils
linear_operator.utils.lanczos
linear_operator.utils.sparse
MulLinearOperator (class in linear_operator.operators)
N
num_contour_quadrature (class in linear_operator.settings)
num_trace_samples (class in linear_operator.settings)
P
pivoted_cholesky() (in module linear_operator)
preconditioner_tolerance (class in linear_operator.settings)
PsdSumLinearOperator (class in linear_operator.operators)
R
representation() (linear_operator.operators.MulLinearOperator method)
root_decomposition() (in module linear_operator)
root_inv_decomposition() (in module linear_operator)
RootLinearOperator (class in linear_operator.operators)
S
skip_logdet_forward (class in linear_operator.settings)
solve() (in module linear_operator)
solves (linear_operator.settings.fast_computations attribute)
sparse_eye() (in module linear_operator.utils.sparse)
sqrt() (linear_operator.operators.ConstantDiagLinearOperator method)
(linear_operator.operators.DiagLinearOperator method)
(linear_operator.operators.KroneckerProductDiagLinearOperator method)
sqrt_inv_matmul() (in module linear_operator)
stable_pinverse() (in module linear_operator.utils)
stable_qr() (in module linear_operator.utils)
StochasticLQ (class in linear_operator.utils)
SumBatchLinearOperator (class in linear_operator.operators)
T
terminate_cg_by_size (class in linear_operator.settings)
to() (linear_operator.operators.CatLinearOperator method)
to_dense() (in module linear_operator)
(linear_operator.utils.StochasticLQ method)
to_linear_operator() (in module linear_operator)
ToeplitzLinearOperator (class in linear_operator.operators)
trace_mode (class in linear_operator.settings)
TriangularLinearOperator (class in linear_operator.operators)
tridiagonal_jitter (class in linear_operator.settings)
U
use_toeplitz (class in linear_operator.settings)
V
verbose_linalg (class in linear_operator.settings)
Z
ZeroLinearOperator (class in linear_operator.operators)
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