More gradients, more functions, more options

• Added IndGraph, the indicator of the graph of a linear operator;
• Added iterative version of IndAffine, LeastSquares, Quadratic, all accessible through the kwarg iterative=true in the constructor;
• Added gradient and subgradient computation for several functions;
• Several bugfixes and performance improvements.

See the diff.