Optimisers

Pints provides a number of optimisers, all implementing the Optimiser interface, that can be used to find the parameters that minimise an ErrorMeasure or maximise a LogPDF.

The easiest way to run an optimisation is by using the optimise() method or the OptimisationController class.

• Running an optimisation
• Optimiser base classes
• Convenience methods
• Adam (adaptive moment estimation)
• Bare-bones CMA-ES
• CMA-ES
• Gradient descent (fixed learning rate)
• Improved Rprop- (iRprop-)
• Nelder-Mead
• PSO
• SNES
• xNES