Log-class function

The Log class.

The Log class.

This class represents the elementwise natural logarithm log(x)\log(x). class

Log(x) ## S4 method for signature 'Log' to_numeric(object, values) ## S4 method for signature 'Log' sign_from_args(object) ## S4 method for signature 'Log' is_atom_convex(object) ## S4 method for signature 'Log' is_atom_concave(object) ## S4 method for signature 'Log' is_atom_log_log_convex(object) ## S4 method for signature 'Log' is_atom_log_log_concave(object) ## S4 method for signature 'Log' is_incr(object, idx) ## S4 method for signature 'Log' is_decr(object, idx) ## S4 method for signature 'Log' .grad(object, values) ## S4 method for signature 'Log' .domain(object)

Arguments

  • x: An Expression or numeric constant.
  • object: A Log object.
  • values: A list of numeric values for the arguments
  • idx: An index into the atom.

Methods (by generic)

  • to_numeric(Log): The elementwise natural logarithm of the input value.
  • sign_from_args(Log): The sign of the atom is unknown.
  • is_atom_convex(Log): The atom is not convex.
  • is_atom_concave(Log): The atom is concave.
  • is_atom_log_log_convex(Log): Is the atom log-log convex?
  • is_atom_log_log_concave(Log): Is the atom log-log concave?
  • is_incr(Log): The atom is weakly increasing.
  • is_decr(Log): The atom is not weakly decreasing.
  • .grad(Log): Gives the (sub/super)gradient of the atom w.r.t. each variable
  • .domain(Log): Returns constraints describng the domain of the node

Slots

  • x: An Expression or numeric constant.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07