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You can find these algorithms in submodules or click links below.

Safe Optimization

  1. SafeOpt: https://github.com/LNSGroup/SafeOpt
  2. StageOpt: https://github.com/LNSGroup/StageOpt
  3. HdSafeBO: https://github.com/yunyuewei/HdSafeBO

Preference-based Optimization

  1. SelfSparring: https://github.com/LNSGroup/SelfSparring
  2. CoSpar: https://github.com/LNSGroup/CoSpar

High-dimensional Optimization

  1. MCMCBO: https://github.com/LNSGroup/MCMCBO
  2. HdSafeBO: https://github.com/yunyuewei/HdSafeBO
  3. FocalBO: https://github.com/yunyuewei/FocalBO