Bayesian Analysis with Python

Table of Contents

1. Thinking Probabilistically
2. Programming Probabilistically
3. Hierarchical Models
4. Modeling with Lines
5. Comparing Models
6. Modeling with Bambi
7. Mixture Models
8. Gaussian Processes
9. Bayesian Additive Regression Trees
10. Inference Engines
11. Where to Go Next