Pymc

entities · 3 notes linked

Related: Bayesian Inference · Markov Chain Monte Carlo · Probabilistic Programming · Multilevel Modeling · Hierarchical Models · Github · Jake Vanderplas · Pystan

Notes

• A Primer on Bayesian Methods for Multilevel Modeling — Bayesian hierarchical modeling with PyMC3 using partial pooling
• Frequentism and Bayesianism IV: How to be a Bayesian in Python — Comparing emcee, PyMC, and PyStan for Bayesian MCMC in Python
• GitHub - CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers: aka \"Bayesian Methods for Hackers\ — Open-source computation-first Bayesian inference book using PyMC