Index

Symbols

1. Cholesky Decomposition

2. Hutchinson Algorithm 3. Stochastic Lanczos Quadrature Algorithm

_

__call__() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

A

AffineMatrixFunction (class in imate)

B

bound() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

C

Cholesky Decomposition correlation_matrix() (in module imate) CUDA_DYNAMIC_LOADING

CUDA_HOME, CUDA_PATH, CUDA_ROOT CYTHON_BUILD_FOR_DOC CYTHON_BUILD_IN_SOURCE

D

DEBUG_MODE

density() (in module imate)

E

Eigencount and Numerical Rank eigencount() (in module imate) Estrada Index of Graphs

eval() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

F

For Linux users:

For macOS users: For Windows users:

G

get_data_type_name() (imate.AffineMatrixFunction method) (imate.Matrix method) get_density() (imate.AffineMatrixFunction method) (imate.Matrix method) get_gpu_name() (in module imate.device) get_linear_operator() (imate.AffineMatrixFunction method) (imate.Matrix method) get_nnz() (imate.AffineMatrixFunction method) (imate.Matrix method) get_num_columns() (imate.AffineMatrixFunction method) (imate.Matrix method)

get_num_cpu_threads() (in module imate.device) get_num_gpu_devices() (in module imate.device) get_num_parameters() (imate.AffineMatrixFunction method) (imate.Matrix method) get_num_rows() (imate.AffineMatrixFunction method) (imate.Matrix method) get_nvidia_driver_version() (in module imate.device) get_processor_name() (in module imate.device) get_resident_memory() (imate.Memory static method) get_scale() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

H

Hutchinson Algorithm

Hutchinson's Method

I

imate module info() (in module imate) initialize() (imate.AffineMatrixFunction method) (imate.Matrix method) interpolate() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

InterpolateLogdet (class in imate) InterpolateSchatten (class in imate) InterpolateTrace (class in imate) is_sparse() (imate.AffineMatrixFunction method) (imate.Matrix method)

L

locate_cuda() (in module imate.device) Log-Determinant

logdet() (in module imate) lower_bound() (imate.InterpolateLogdet method) (imate.InterpolateTrace method)

M

Matrix (class in imate) Memory (class in imate)

module imate

P

plot() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

R

read() (imate.Memory method)

reset() (imate.Timer method) restrict_to_single_processor() (in module imate.device)

S

Schatten p-norm and Schatten p-anti-norm schatten() (in module imate) set_data_type_name() (imate.AffineMatrixFunction method) (imate.Matrix method)

Spectral Density start() (imate.Memory method) Stochastic Lanczos Quadrature Algorithm Stochastic Lanczos Quadrature Method

T

tic() (imate.Timer method) Timer (class in imate) toc() (imate.Timer method) toeplitz() (in module imate) toeplitz_logdet() (in module imate.sample_matrices) toeplitz_schatten() (in module imate.sample_matrices)

toeplitz_trace() (in module imate.sample_matrices) toeplitz_traceinv() (in module imate.sample_matrices) Trace of Matrix Powers trace() (in module imate) traceinv() (in module imate) trexp() (in module imate) trlinfrac() (in module imate)

U

upper_bound() (imate.InterpolateLogdet method) (imate.InterpolateSchatten method) (imate.InterpolateTrace method)

USE_CBLAS USE_CUDA