/lite-bo

A lite Bayesian optimization library derived from SMAC3: https://github.com/automl/SMAC3

Primary LanguagePython

Lite-BO: an efficient Blackbox Optimization (BO) Library.

Lite-BO is an efficient and effective blackbox optimization toolkit, which owns the following characteristics:

  1. Blackbox solvers.
  2. BO with transfer learning.
  3. BO with constaints.
  4. BO with parallel support.
  5. BO with multi-fidelity evaluations.
  6. BO with multi-objective.