Hyperopt: A Python library for optimizing the hyperparameters of machine learning algorithms

Summary

Hyperopt provides parallel infrastructure and Bayesian optimization algorithms that can tune the hyperparameters of machine learning systems (including pre-processing steps) as well as domain experts. This talk introduces hyperopt architecture and usage.