Hacker News
- An Introduction to Probabilistic Programming https://observablehq.com/@horaceg/probabilistic-programming 3 comments
- Foundations of Probabilistic Programming https://www.cambridge.org/core/books/foundations-of-probabilistic-programming/819623B1B5B33836476618AC0621F0EE 8 comments
- Ranked programming: Probabilistic programming without probabilities https://github.com/tjitze/ranked-programming/blob/master/README.md 12 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
- Probabilistic programming from scratch https://www.oreilly.com/learning/probabilistic-programming-from-scratch 3 comments
- Stan: a probabilistic programming language http://mc-stan.org 45 comments
- Probabilistic Programming and Bayesian Methods for Hackers http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/#contents 3 comments
- Probabilistic Programming for Advancing Machine Learning http://ppaml.galois.com/wiki/ 12 comments
- Solving CAPTCHAs using Probabilistic Programming http://naviablog.wordpress.com/2011/06/23/solving-captchas-using-probabilistic-programming/ 2 comments
Lobsters
- PyMC3: probabilistic programming module for Python https://docs.pymc.io/intro.html 2 comments math , python
- Turing.jl is recruiting for two post-docs interested in probabilistic programming language development https://cezanneondemand.intervieweb.it/turing/jobs/research-associates-probabilistic-programming-language-39848/en/ 3 comments julia
- [E] Which of these topics are useful/useless for probability theory and/or probabilistic programming? http://webppl.org/ 15 comments statistics
- MarkovJunior, a probabilistic programming language based on pattern matching and constraint propagation https://github.com/mxgmn/MarkovJunior 82 comments programming
- Introduction to probabilistic programming in Julia https://iwasnothing.medium.com/introduction-to-probabilistic-programming-in-julia-33960c7929f0 2 comments julia
- Probabilistic Programming with Python to Forecast COVID-19 Cases https://github.com/autonomio/coronacaster 7 comments datascience
- 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
- Hakaru - a probabilistic programming language https://hakaru-dev.github.io/ 13 comments haskell
- Practical Probabilistic Programming with Monads http://mlg.eng.cam.ac.uk/pub/pdf/scighagor15.pdf 6 comments haskell
- Probabilistic C#: A monadic probabilistic programming framework for C# https://github.com/joashc/csharp-probability-monad 5 comments csharp
- 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
- "Probabilistic Programming and Bayesian Methods for Hackers - Using Python and PyMC" - a free book being written with IPython Notebook https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers 11 comments statistics
- 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
- Oleg: ANN: Probabilistic programming in OCaml - "OCaml thus becomes a probabilistic programming language. " http://groups.google.com/group/fa.caml/browse_thread/thread/09b5dea11fd1ceb9# 6 comments programming
- plop: Probabilistic Learning of Programs http://google-opensource.blogspot.com/2008/11/plop-probabilistic-learning-of-programs.html 5 comments programming