Tuning Up: From A/B Testing to Bayesian Optimization by David Sweet, Manning Publications
Here you'll find one Jupyter notebook for each chapter of the book. The notebooks contain all of the code in the book along with the code used to produce all of the figures, other than those that were hand-drawn.
Developed with Python 3.6.3 and Jupyter 5.4.0