"What is the TL;DR of Probabilistic programming" (via HN)
Reading List – MIT Probabilistic Computing Project
What is probabilistic programming? - O'Reilly Media. So It Begins: Darpa Sets Out to Make Computers That Can Teach Themselves | WIRED
Probabilistic programming language - Wikipedia
Practical Probabilistic Programming by Avi Pfeffer who also created the Figaro language [PDF].
Probabilistic Programming Wiki
[1809.10756] An Introduction to Probabilistic Programming by Jan-Willem van de Meent, Brooks Paige, Hongseok Yang, Frank Wood; a 200+ page tutorial.
Online / programming env
- The Anglican Probabilistic Programming System
- WebPPL - probabilistic programming for the web
- Introduction. — ProbLog: Probabilistic Programming
Courses
- Probabilistic Programming (Cornell 2016fa)
- CS109 | Probability for Computer Scientists