This page is a tutorial on basic usage of hyperopt.fmin(). It covers how to write an objective function that fmin can optimize, and how to describe a search space that fmin can search. Hyperopt's job ...

Hyperopt is a tool for hyperparameter optimization. It helps in finding the best value over a set of possible arguments to a function that can be a scalar-valued stochastic function. One of the major ...

First thanks for your attention. Second , I believe I am using the objective function correctly by returning adictionary like this (simplified code) : def sampling(**args): #lots of model stuff return ...