Index

_

__init__() (FixedRankSpectralShiftRegularizationRule method) (InverseWeightOperator method) (MatrixOperator method) (Problem method) (ResidualNormStoppingCriteria method) (SamplingMatrixOperator method) (SamplingOperator method) (ScipyCgWeightedLeastSquaresSolver method) (ScipyMinRes method)

A

adjoint() (MatrixOperator method)

C

COLUMN_MAJOR (MatrixOperator.IndexingOrder attribute) compatible_for_addition() (MatrixOperatorCompatibility static method)

compatible_for_composition() (MatrixOperatorCompatibility static method) compute_regularized_inverse_weights() (FixedRankSpectralShiftRegularizationRule method) (RegularizationRule method)

D

dot() (MatrixOperator method)

F

FixedRankSpectralShiftRegularizationRule (class in hmirls.regularization) flattened_operator (MatrixOperator property)

from_index_tuples() (SamplingMatrixOperator class method) from_matrix_indices() (SamplingOperator class method)

H

H (MatrixOperator property) hmirls module hmirls.operators module hmirls.problem module

hmirls.regularization module hmirls.svd module hmirls.weighted_least_squares module

I

indices (SamplingOperator property) input_dimension (SamplingOperator property)

input_shape (MatrixOperator property) InverseWeightOperator (class in hmirls.operators)

M

MatrixOperator (class in hmirls.operators) MatrixOperator.IndexingOrder (class in hmirls.operators) MatrixOperatorCompatibility (class in hmirls.operators) module hmirls hmirls.operators hmirls.problem hmirls.regularization hmirls.svd hmirls.weighted_least_squares

N

NumpySVDEngine (class in hmirls.svd)

O

order (MatrixOperator property)

output_shape (MatrixOperator property)

P

Problem (class in hmirls.problem)

R

rank_estimate (FixedRankSpectralShiftRegularizationRule property) RegularizationRule (class in hmirls.regularization)

representing_matrix (MatrixOperator property) ResidualNormStoppingCriteria (class in hmirls.problem) ROW_MAJOR (MatrixOperator.IndexingOrder attribute)

S

sampling_matrix (SamplingOperator property) SamplingMatrixOperator (class in hmirls.operators) SamplingOperator (class in hmirls.operators) satisfied() (ResidualNormStoppingCriteria method) (StoppingCriteria method) ScipyCgWeightedLeastSquaresSolver (class in hmirls.weighted_least_squares) ScipyDirect (class in hmirls.weighted_least_squares) ScipyLsqrWeightedLeastSquareSolver (class in hmirls.weighted_least_squares) ScipyMinRes (class in hmirls.weighted_least_squares)

ScipySVDEngine (class in hmirls.svd) shape (MatrixOperator property) shift_parameter (FixedRankSpectralShiftRegularizationRule property) solve() (Problem method) (WeightedLeastSquaresSolver method) StoppingCriteria (class in hmirls.problem) svd() (NumpySVDEngine static method) (ScipySVDEngine static method) (SVDEngine static method) SVDEngine (class in hmirls.svd)

T

T (MatrixOperator property)

tol (ResidualNormStoppingCriteria property) transpose() (MatrixOperator method)

W

WeightedLeastSquaresSolver (class in hmirls.weighted_least_squares)