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NUBO
NUBO

NUBO:

  • Overview
  • Get started
  • A primer on Bayesian optimisation
  • Practical considerations
  • Citation
  • GitHub

Off-the-shelf algorithms:

  • Typical problems
  • Optimisation with changing environmental conditions

Custom loop examples:

  • Custom Gaussian process
  • Sequential single-point Bayesian optimisation
  • Parallel multi-point joint Bayesian optimisation
  • Parallel multi-point sequential Bayesian optimisation
  • Parallel multi-point Bayesian optimisation with fixed base samples
  • Asynchronous Bayesian optimisation
  • Constrained single-point Bayesian optimisation
  • Bayesian optimisation with continuous and discrete parameters
  • Bayesian optimisation with known observational noise

Package reference:

  • Algorithms module
  • Acquisition module
  • Surrogate module
  • Optimisation module
  • Test function module
  • Utility module
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Copyright © 2024, Mike Diessner
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