nonsmooth

Solvers for non-smooth optimization problems.

Modules

• admm
  • admm_linearized
  • admm_linearized_simple
• alternating_dual_updates
  • adupdates
  • adupdates_simple
• difference_convex
  • dca
  • doubleprox_dc
  • doubleprox_dc_simple
  • prox_dca
• douglas_rachford
  • douglas_rachford_pd
  • douglas_rachford_pd_stepsize
• forward_backward
  • forward_backward_pd
• primal_dual_hybrid_gradient
  • pdhg
  • pdhg_stepsize
• proximal_gradient_solvers
  • accelerated_proximal_gradient
  • proximal_gradient
• proximal_operators
  • References