HMIRLS - library for harmonic mean iteratively reweighted least squares

Guides and Tutorials

• Getting started

Modules

• Modules
  • operators
    • MatrixOperatorCompatibility
      • MatrixOperatorCompatibility.compatible_for_addition()
      • MatrixOperatorCompatibility.compatible_for_composition()
    • MatrixOperator
      • MatrixOperator.IndexingOrder
        • MatrixOperator.IndexingOrder.ROW_MAJOR
        • MatrixOperator.IndexingOrder.COLUMN_MAJOR
      • MatrixOperator.__init__()
      • MatrixOperator.dot()
      • MatrixOperator.shape
      • MatrixOperator.output_shape
      • MatrixOperator.input_shape
      • MatrixOperator.order
      • MatrixOperator.flattened_operator
      • MatrixOperator.representing_matrix
      • MatrixOperator.adjoint()
      • MatrixOperator.H
      • MatrixOperator.transpose()
      • MatrixOperator.T
    • SamplingOperator
      • SamplingOperator.__init__()
      • SamplingOperator.indices
      • SamplingOperator.input_dimension
      • SamplingOperator.sampling_matrix
      • SamplingOperator.from_matrix_indices()
    • SamplingMatrixOperator
      • SamplingMatrixOperator.__init__()
      • SamplingMatrixOperator.from_index_tuples()
    • InverseWeightOperator
      • InverseWeightOperator.__init__()
  • problem
    • StoppingCriteria
      • StoppingCriteria.satisfied()
    • ResidualNormStoppingCriteria
      • ResidualNormStoppingCriteria.__init__()
      • ResidualNormStoppingCriteria.tol
      • ResidualNormStoppingCriteria.satisfied()
    • Problem
      • Problem.__init__()
      • Problem.solve()
  • regularization
    • RegularizationRule
      • RegularizationRule.compute_regularized_inverse_weights()
    • FixedRankSpectralShiftRegularizationRule
      • FixedRankSpectralShiftRegularizationRule.__init__()
      • FixedRankSpectralShiftRegularizationRule.rank_estimate
      • FixedRankSpectralShiftRegularizationRule.shift_parameter
      • FixedRankSpectralShiftRegularizationRule.compute_regularized_inverse_weights()
  • svd
    • SVDEngine
      • SVDEngine.svd()
    • ScipySVDEngine
      • ScipySVDEngine.svd()
    • NumpySVDEngine
      • NumpySVDEngine.svd()
  • weighted_least_squares
    • WeightedLeastSquaresSolver
      • WeightedLeastSquaresSolver.solve()
    • ScipyCgWeightedLeastSquaresSolver
      • ScipyCgWeightedLeastSquaresSolver.__init__()
    • ScipyLsqrWeightedLeastSquareSolver
    • ScipyDirect
    • ScipyMinRes
      • ScipyMinRes.__init__()

Indices and tables

• Index

• Module Index

• Search Page