Release v0.4
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