Hyperopt sampling

[tgiani]

this PR should enable n3fit to produce a fit using different hyperparameters for each replica, taking as input the results of an hyperopt run. I think we need to

1. write a script implementing the sampling of the hyperopt trials. This should produce a file containing the hyperparameters settings for each replicas
2. enable n3fit to read from this file the settings for each replica