SumLargest-class function

The SumLargest class.

The SumLargest class.

The sum of the largest k values of a matrix. class

SumLargest(x, k) ## S4 method for signature 'SumLargest' to_numeric(object, values) ## S4 method for signature 'SumLargest' validate_args(object) ## S4 method for signature 'SumLargest' dim_from_args(object) ## S4 method for signature 'SumLargest' sign_from_args(object) ## S4 method for signature 'SumLargest' is_atom_convex(object) ## S4 method for signature 'SumLargest' is_atom_concave(object) ## S4 method for signature 'SumLargest' is_incr(object, idx) ## S4 method for signature 'SumLargest' is_decr(object, idx) ## S4 method for signature 'SumLargest' get_data(object) ## S4 method for signature 'SumLargest' .grad(object, values)

Arguments

  • x: An Expression or numeric matrix.
  • k: The number of largest values to sum over.
  • object: A SumLargest object.
  • values: A list of numeric values for the arguments
  • idx: An index into the atom.

Methods (by generic)

  • to_numeric(SumLargest): The sum of the k largest entries of the vector or matrix.
  • validate_args(SumLargest): Check that k is a positive integer.
  • dim_from_args(SumLargest): The atom is a scalar.
  • sign_from_args(SumLargest): The sign of the atom.
  • is_atom_convex(SumLargest): The atom is convex.
  • is_atom_concave(SumLargest): The atom is not concave.
  • is_incr(SumLargest): The atom is weakly increasing in every argument.
  • is_decr(SumLargest): The atom is not weakly decreasing in any argument.
  • get_data(SumLargest): A list containing k.
  • .grad(SumLargest): Gives the (sub/super)gradient of the atom w.r.t. each variable

Slots

  • x: An Expression or numeric matrix.
  • k: The number of largest values to sum over.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07