================== Proximal Operators ================== The ``proximal_operators`` module contains functions to compute the following proximal operators: - Proximal operator of the nuclear norm (``nucnorm``) - Proximal operator of the l1 norm (``sparse``) - Proximal operator corresponding to solving a linear system of equations (``linsys``) - Proximal operator of the l2 norm, a squared error penalty (``squared_error``) - Proximal operator for minimizing an arbitrary smooth function given an oracle that computes the function value and gradient (``lbfgs``) - Pxorimal operator for the l2 penalty of the discrete different operator, to encourage smoothness (``smooth``) - Projection onto the non-negative orthant (``nonneg``) - Projection onto the semidefinite cone (``semidefinite_cone``)