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"title": "Turing.jl",
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"text": "Turing.jl\n \n \n \n \n \n \n \n \n\n\n Bayesian inference with probabilistic programming\n\n\n \n Tutorials\n \n\n\n \n \n Slack\n \n \n Discourse\n \n \n GitHub\n \n \n\n\n\nExpressive\nTuring models are easy to write and communicate, with syntax that is close to the mathematical specification of the model.\n\n\nGeneral-purpose\nTuring supports models with discrete parameters and stochastic control flow.\n\n\nComposable\nTuring is written entirely in Julia, and is interoperable with its powerful ecosystem.\n\nNews\n\n\n\n\n\n\n\nTuring.jl Newsletter 8\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nJun 6, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 7\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMay 23, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 6\n\n1 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMay 9, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 5\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nApr 25, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 4\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nApr 11, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 3\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMar 28, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 2\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMar 14, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 1\n\n3 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nFeb 28, 2025\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2022\n\n5 min\n\nIt is another year of the Google Summer of Code time, and we have compiled an updated list of…\n\n\n\nKai Xu, the TuringLang team\n\n\nFeb 17, 2022\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2021\n\n3 min\n\nIt’s about time for us to start thinking about projects we’d like to see at Turing.jl for the…\n\n\n\nCameron Pfiffer\n\n\nFeb 10, 2021\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2020\n\n2 min\n\nAs the 2020 Google Summer of Code comes to a close, the Turing team thought it would be a good…\n\n\n\nCameron Pfiffer\n\n\nSep 11, 2020\n\n\n\n\n\n\n\n\n\n\nReplication study: Estimating number of infections and impact of NPIs on COVID-19 in European countries (Imperial Report 13)\n\n6 min\n\nThe Turing.jl team is currently exploring possibilities in an attempt to help with the ongoing…\n\n\n\nTor Erlend Fjelde, Mohamed Tarek, Kai Xu, David Widmann, Martin Trapp, Cameron Pfiffer, Hong Ge\n\n\nMay 14, 2020\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code/Julia Summer of Code\n\n5 min\n\nTuring plans to participate in the upcoming GSoC, and we wanted to outline some potential projects…\n\n\n\nCameron Pfiffer\n\n\nFeb 12, 2020\n\n\n\n\n\n\n\n\n\n\nTuring’s Blog\n\n1 min\n\nAll good open source projects should have a blog, and Turing is one such project. Later on…\n\n\n\nCameron Pfiffer\n\n\nDec 14, 2019\n\n\n\n\n\n\nNo matching items\n\nSee all news →\n\n\n\n\n Learn more\n\n\n \n \n Ecosystem\n \n \n Learn about all the packages that are part of the TuringLang organization.\n \n \n \n \n Documentation\n \n \n Familiarize yourself with the mechanics of Turing.jl.\n \n \n \n \n Official tutorials\n \n \n Learn to tackle specific modelling problems with Turing.jl.\n \n \n\n\n\n\n\nTuring.jl is an MIT Licensed Open Source Project\n\n\nIf you use Turing.jl in your research, please consider citing our paper.\n\n\n@inproceedings{ge2018t,\n author = {Hong Ge and Kai Xu and Zoubin Ghahramani},\n title = {Turing: a language for flexible probabilistic inference},\n booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},\n pages = {1682--1690},\n year = {2018},\n url = {[http://proceedings.mlr.press/v84/ge18b.html](http://proceedings.mlr.press/v84/ge18b.html)},\n biburl = {[https://dblp.org/rec/bib/conf/aistats/GeXG18](https://dblp.org/rec/bib/conf/aistats/GeXG18)},\n}\n\n\n\n\n\n\n\n\n Back to top"
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"text": "Turing.jl\n \n \n \n \n \n \n \n \n\n\n Bayesian inference with probabilistic programming\n\n\n \n Tutorials\n \n\n\n \n \n Slack\n \n \n Discourse\n \n \n GitHub\n \n \n\n\n\nExpressive\nTuring models are easy to write and communicate, with syntax that is close to the mathematical specification of the model.\n\n\nGeneral-purpose\nTuring supports models with discrete parameters and stochastic control flow.\n\n\nComposable\nTuring is written entirely in Julia, and is interoperable with its powerful ecosystem.\n\n\nNews\n\n\n\n\n\n\n\nTuring.jl Newsletter 8\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nJun 6, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 7\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMay 23, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 6\n\n1 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMay 9, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 5\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nApr 25, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 4\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nApr 11, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 3\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMar 28, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 2\n\n2 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nMar 14, 2025\n\n\n\n\n\n\n\n\n\n\nTuring.jl Newsletter 1\n\n3 min\n\nThe fortnightly newsletter for the Turing.jl probabilistic programming language\n\n\n\nThe TuringLang team\n\n\nFeb 28, 2025\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2022\n\n5 min\n\nIt is another year of the Google Summer of Code time, and we have compiled an updated list of…\n\n\n\nKai Xu, the TuringLang team\n\n\nFeb 17, 2022\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2021\n\n3 min\n\nIt’s about time for us to start thinking about projects we’d like to see at Turing.jl for the…\n\n\n\nCameron Pfiffer\n\n\nFeb 10, 2021\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code 2020\n\n2 min\n\nAs the 2020 Google Summer of Code comes to a close, the Turing team thought it would be a good…\n\n\n\nCameron Pfiffer\n\n\nSep 11, 2020\n\n\n\n\n\n\n\n\n\n\nReplication study: Estimating number of infections and impact of NPIs on COVID-19 in European countries (Imperial Report 13)\n\n6 min\n\nThe Turing.jl team is currently exploring possibilities in an attempt to help with the ongoing…\n\n\n\nTor Erlend Fjelde, Mohamed Tarek, Kai Xu, David Widmann, Martin Trapp, Cameron Pfiffer, Hong Ge\n\n\nMay 14, 2020\n\n\n\n\n\n\n\n\n\n\nGoogle Summer of Code/Julia Summer of Code\n\n5 min\n\nTuring plans to participate in the upcoming GSoC, and we wanted to outline some potential projects…\n\n\n\nCameron Pfiffer\n\n\nFeb 12, 2020\n\n\n\n\n\n\n\n\n\n\nTuring’s Blog\n\n1 min\n\nAll good open source projects should have a blog, and Turing is one such project. Later on…\n\n\n\nCameron Pfiffer\n\n\nDec 14, 2019\n\n\n\n\n\n\nNo matching items\n\nSee all news →\n\n\n\nLearn more\n\n \n \n Ecosystem\n \n \n Learn about all the packages that are part of the TuringLang organization.\n \n \n \n \n Documentation\n \n \n Familiarize yourself with the mechanics of Turing.jl.\n \n \n \n \n Official tutorials\n \n \n Learn to tackle specific modelling problems with Turing.jl.\n \n \n\n\n\n\n\nTuring.jl is an MIT Licensed Open Source Project\n\n\nIf you use Turing.jl in your research, please consider citing our paper.\n\n\n@inproceedings{ge2018t,\n author = {Hong Ge and Kai Xu and Zoubin Ghahramani},\n title = {Turing: a language for flexible probabilistic inference},\n booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},\n pages = {1682--1690},\n year = {2018},\n url = {[http://proceedings.mlr.press/v84/ge18b.html](http://proceedings.mlr.press/v84/ge18b.html)},\n biburl = {[https://dblp.org/rec/bib/conf/aistats/GeXG18](https://dblp.org/rec/bib/conf/aistats/GeXG18)},\n}\n\n\n\n\n\n\n\n Back to top"
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