Hacker News
- An Introduction to Probabilistic Programming https://observablehq.com/@horaceg/probabilistic-programming 3 comments
- An Introduction to Probabilistic Programming https://arxiv.org/abs/1809.10756 41 comments
- Bean Machine – A Declarative Probabilistic Programming Language https://ericlippert.com/2020/09/23/introducing-bean-machine/ 9 comments
- HackPPL: A universal probabilistic programming language https://blog.acolyer.org/2019/10/18/hackppl/ 8 comments
- End-User Probabilistic Programming [pdf] https://www.cs.uoregon.edu/research/summerschool/summer19/lecture_notes/DRAFT___Probabilistic_Programming_for_End_Users.pdf 15 comments
- Anglican: A Probabilistic Programming System https://probprog.github.io/anglican/index.html 26 comments
- Edward – A Turing-Complete Language for Deep Probabilistic Programming https://arxiv.org/abs/1701.03757v1 30 comments
- Probabilistic programming from scratch http://blog.fastforwardlabs.com/2017/07/06/probabilistic-programming-from-scratch.html 7 comments
- Design and Implementation of Probabilistic Programming Languages http://dippl.org/ 4 comments
- Probabilistic Programming and Bayesian Methods for Hackers (2015) https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/ 10 comments
- The Design and Implementation of Probabilistic Programming Languages http://dippl.org 13 comments
- What is probabilistic programming? http://www.pl-enthusiast.net/2014/09/08/probabilistic-programming/ 9 comments
- Why Probabilistic Programming Matters https://plus.google.com/+BeauCronin/posts/KpeRdJKR6Z1 51 comments
- Probabilistic Programming in Quantitative Finance http://blog.quantopian.com/probabilistic-programming-quant-finance/ 4 comments
- Why Probabilistic Programming Matters http://zinkov.com/posts/2012-06-27-why-prob-programming-matters/ 14 comments
- Solving CAPTCHAs using Probabilistic Programming http://naviablog.wordpress.com/2011/06/23/solving-captchas-using-probabilistic-programming/ 2 comments
Lobsters
- An Introduction to Probabilistic Programming https://arxiv.org/abs/1809.10756 3 comments compsci , programming
- PyMC3: probabilistic programming module for Python https://docs.pymc.io/intro.html 2 comments math , python
- [E] Which of these topics are useful/useless for probability theory and/or probabilistic programming? http://webppl.org/ 15 comments statistics
- Tweag I/O - Probabilistic Programming with monad‑bayes, Part 1: First Steps https://www.tweag.io/posts/2019-09-20-monad-bayes-1.html 9 comments haskell
- An Introduction to Probabilistic Programming https://arxiv.org/abs/1809.10756 6 comments learnmachinelearning
- Probabilistic programming for n00bs.. a super simple introduction. https://theclarkeorbit.github.io/greta-playground.html#greta-playground 3 comments deeplearning
- Uber AI Labs Open Sources Pyro, a Deep Probabilistic Programming Language https://eng.uber.com/pyro/ 3 comments programming
- Maintained list of Probabilistic Programming languages. http://probabilistic-programming.org/wiki/home 3 comments artificial
- [pdf] Practical Probabilistic Programming with Monads http://delivery.acm.org/10.1145/2810000/2804317/p165-scibior.pdf 6 comments haskell
- Stan: a probabilistic programming language http://mc-stan.org 9 comments programming
- Probabilistic Programming in Python using PyMC 3 (Look ma, no C++!) https://github.com/pymc-devs/uq_chapter/blob/master/reference/UQ%20Handbook%20Chapter.ipynb 12 comments statistics
- The State of Probabilistic Programming « Some Thoughts on a Mysterious Universe https://moalquraishi.wordpress.com/2015/03/29/the-state-of-probabilistic-programming/ 4 comments programming
- Probabilistic programming does in 50 lines of code what used to take thousands http://phys.org/news/2015-04-probabilistic-lines-code-thousands.html 5 comments science
- Venture - a higher-order probabilistic programming platform http://probcomp.csail.mit.edu/venture/ 10 comments programming
- Probabilistic Programming & Bayesian Methods for Hackers: "An intro to Bayesian methods and probabilistic programming from a computation/understanding-first, mathematics-second point of view." http://camdavidsonpilon.github.io/probabilistic-programming-and-bayesian-methods-for-hackers/ 9 comments compsci
- What is probabilistic programming? http://www.pl-enthusiast.net/2014/09/08/probabilistic-programming/ 3 comments programming
- ProbLog: Probabilistic Logic Programming as AI engine http://dtai.cs.kuleuven.be/problog/ 4 comments artificial
- What is probabilistic programming? http://radar.oreilly.com/2013/04/probabilistic-programming.html 9 comments programming
- Why probabilistic programming matters http://zinkov.com/posts/2012-06-27-why-prob-programming-matters/ 17 comments programming
- Peter Norvig and software engineering: Machine learning over probabilistic models is the ultimate in agile programming [video] https://www.ai-class.com/course/video/videolecture/240 6 comments programming
- Breaking CAPTCHAs with probabilistic programming http://naviablog.wordpress.com/2011/06/23/solving-captchas-using-probabilistic-programming/ 11 comments programming
- Probabilistic Nondeterministic Programming http://www.victusspiritus.com/2011/03/30/probabilistic-nondeterministic-programming/ 5 comments programming
- plop: Probabilistic Learning of Programs http://google-opensource.blogspot.com/2008/11/plop-probabilistic-learning-of-programs.html 5 comments programming