Automation TODOs

[packquickly]

P1

• Automate hyperparameter selection in a pre-testing step
• Automate plotting of specified metrics (specified via frozenset, see verbose in optx.AbstractGaussNewton.)

P2

• Automate classification into EASY, None, and HARD. Will have to think of a good methodology to do this (shouldn't be too hard)
• Automate finding of minima for problems with None minima. Maintain a collection of global optimisers to do this. Will require serious thought on how to manage problems with variable dimension. One option is to mark problems as variable dimension and allow the user to optionally perform a global minimising step with their selection of dimension as preprocessing to improve accuracy of their benchmarks.
• Automate finding of inits. Should be done after finding minima