MCMC

• Animations with MCMC
• Monte Carlo tree search
• Monte Carlo in PBP
• MCMC for cryptography and optimization
• pyro
• Metropolis-Hastings from scratch in Python
• Monte Carlo methods
• Random sampling via Python decorator
• Intro to Monte Carlo methods
• Simulating data with PyMC
• Mastering Monte Carlo: How to Simulate Your Way to Better Machine Learning Models
• Chaospy: a numerical toolbox for performing uncertainty quantification using polynomial chaos expansions and advanced Monte Carlo methods
• PyMC-Marketing: Bayesian Marketing Mix Modeling (MMM) & Customer Lifetime Value (CLV)