Version 0.1

First light!

New features

  • Bayesian optimization via gp_minimize.

  • Tree-based sequential model-based optimization via forest_minimize and gbrt_minimize, with support for multi-threading.

  • Support of LCB, EI and PI as acquisition functions.

  • Plotting functions for inspecting convergence, evaluations and the objective function.

  • API for specifying and sampling from a parameter space.