Using apsis for Hyperparameter Optimization

• First steps
• Bayesian Optimization with apsis - Advanced Tutorial
  • Choosing Acquisition Functions
  • Choosing Kernels
  • Minimizing or Maximizing your Objective Function
  • Dealing with the GPs Hyperparameter
  • Expected Improvement
    • Closed Form Computation and Gradient
    • EI Optimization