What you need to run Surrogate Hyperparameter Optimization Benchmarks

Surrogate Benchmark library

Provides python script to build and use benchmarks

Ready-to-use benchmarks

trained regression models, that can be used with the library

HPOlib

To easily evaluate hyperparameter optimization experiments