weighted_least_squares

class WeightedLeastSquaresSolver[source]

Bases: ABC

Abstract base class for weighted least square solvers

solve(operator, inverse_weight_operator, data)

Parameters

operator (Union[ndarray, MatrixOperator]) – MatrixOperator
inverse_weight_operator (MatrixOperator) – MatrixOperator
data (ndarray) –

Returns

class ScipyCgWeightedLeastSquaresSolver(tol=1e-10)[source]

Bases: WeightedLeastSquaresSolver

__init__(tol=1e-10)

class ScipyLsqrWeightedLeastSquareSolver[source]: Bases: WeightedLeastSquaresSolver

class ScipyDirect[source]: Bases: WeightedLeastSquaresSolver

class ScipyMinRes(tol=1e-05)[source]

Bases: WeightedLeastSquaresSolver

Parameters: tol (float) –

__init__(tol=1e-05)

Parameters: tol (float) –