Gaussian Processes

Deriving an efficient method for GPO.

Now done! Try:

optimiser = GPOptimiser(rosenbrock_function,2)
optimiser.optimise(verbose=True)

Todo

• Compare to someone else's implementation to check for any bugs
• Compare to gradient descent
• Pretty graphs of learning curve, maybe
• Gradient-based smoothness priors using JAX