New release comes with new features!
* saving of optimiser state: now possible to resume optimisation from the saved state
* saving of GPR model
* saver helper for saving modelling output, not just scores which we are optimising for
* support for callbacks - custom functions run repeatedly in the particular state of the optimisation
* support for repeated evaluation of the objective function for the same parameters (useful for a stochastic systems optimisation - the scores are then aggregated to be represented by a scaler per parameters)
* better example notebooks (also support of interactive run thanks to binder)
* couple minor bug fixes