Tutorial
 Exploring Bayesian Optimization
 Bayesian optimization  Martin Krasser's Blog
 How to Implement Bayesian Optimization from Scratch in Python
 Tutorial #8: Bayesian optimization  Borealis AI
 Bayesian Optimization — Pyro Tutorials 1.8.4 documentation
 Lecture 12 Bayesian Optimization from CSE 515T: Bayesian Methods in Machine Learning – Fall 2019
 GitHub  krasserm/bayesianmachinelearning: Notebooks about Bayesian methods for machine learning
Integer variable
Paper
 Proceeding of IEEE Taking the Human Out of the Loop: A Review of Bayesian Optimization # 3486
 NeurIPS 2012 Practical Bayesian Optimization of Machine Learning Algorithms # 7179
 NuerIPS 2019 Combinatorial Bayesian Optimization using the Graph Cartesian Product
– graph scenario
Source Code
 https://botorch.org/
 GitHub  fmfn/BayesianOptimization: A Python implementation of global optimization with gaussian processes. # 6.5k stars
Gaussian Process
 [the Book!] Gaussian process for machine learning
 A Visual Exploration of Gaussian Processes

[2009.10862] An Intuitive Tutorial to Gaussian Processes Regression
– GitHub  jwangjie/GaussianProcessesRegressionTutorial: An Intuitive Tutorial to Gaussian Processes Regression  Implement A Gaussian Process From Scratch  by Shuai Guo  Towards Data Science
 Gaussian Processes, not quite for dummies
 GaussianProcessRegressionhandout/GPR_handout.pdf at master · NicolasDurrande/GaussianProcessRegressionhandout · GitHub