Contribute Media
A thank you to everyone who makes this possible: Read More

A Hitchhiker's Guide to designing a Bayesian library in Python


From the perspective of a PyMC and TFP developer, I will give a developer introduction of PyMC3, and talk about some of our current design pitfall and future direction(s). I hope that with these insights and consideration of how a modern (i.e., depending on some autograd system) probabilistic libraries is designed, it could help user and practitioner to write better probabilistic programs.


Improve this page