{"id":19158941,"url":"https://github.com/arnim/rstan-binder","last_synced_at":"2025-05-07T08:42:12.202Z","repository":{"id":72057857,"uuid":"138156849","full_name":"arnim/RStan-Binder","owner":"arnim","description":"Files for running RStan on Binder","archived":false,"fork":false,"pushed_at":"2022-11-07T10:26:01.000Z","size":33,"stargazers_count":1,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-19T20:53:43.716Z","etag":null,"topics":["binder","binder-ready","r","stan"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/arnim.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-06-21T10:39:58.000Z","updated_at":"2023-07-06T18:30:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"6a3292b2-a527-42ce-8b65-29c98193bbb8","html_url":"https://github.com/arnim/RStan-Binder","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnim%2FRStan-Binder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnim%2FRStan-Binder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnim%2FRStan-Binder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnim%2FRStan-Binder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arnim","download_url":"https://codeload.github.com/arnim/RStan-Binder/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252845134,"owners_count":21813176,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["binder","binder-ready","r","stan"],"created_at":"2024-11-09T08:45:43.084Z","updated_at":"2025-05-07T08:42:12.195Z","avatar_url":"https://github.com/arnim.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RStan + Binder\n\nYou can try it :\n\n[![Binder](https://notebooks.gesis.org/binder/badge.svg)](https://notebooks.gesis.org/binder/v2/gh/arnim/RStan-Binder/master?urlpath=lab/tree/README.md)\n\n## What is Stan?\n**[Stan](http://mc-stan.org/)** is an probabilistic programming language. Probabilistic programming languages are languages designed to describe probabilistic models as well as perform the necessary inferential computation.\n\u003e Carpenter, Bob, et al. \"Stan: A probabilistic programming language\" in Journal of Statistical Software (2017). DOI [10.18637/jss.v076.i01](http://dx.doi.org/10.18637/jss.v076.i01)\n\n## Examples Notebooks\n1. Bernoulli ([notebook](examples/bernoulli.ipynb) | [model](examples/bernoulli.stan))\n2. Linear Regression ([notebook](examples/linear.ipynb) | [model](examples/linear.stan))\n2. Seven Scientists ([notebook](examples/7scientists.ipynb) | [model](examples/7scientists.stan))\n\n## Further Resources\n* [Bayesian Data Analysis](http://www.stat.columbia.edu/~gelman/book/) by Andrew Gelman et al. ([R](https://github.com/avehtari/BDA_R_demos) or [Python](https://github.com/avehtari/BDA_py_demos))\n* Bayesian Cognitive Modeling ([link](https://bayesmodels.com/))\n* Probabilistic Programming \u0026 Bayesian Methods for Hackers ([link](http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/))\n* Bayesian Analysis for the Social Sciences by Simon Jackman ([link](https://www.wiley.com/en-us/Bayesian+Analysis+for+the+Social+Sciences-p-9780470011546))\n\n\n## Other Probabilistic Programming Languages\n* PyMC3 ([link](http://docs.pymc.io/))\n* FACTORIE ([link](http://factorie.cs.umass.edu/))\n* Turing ([link](https://github.com/TuringLang/Turing.jl))\n* Edward ([link](https://github.com/blei-lab/edward))\n* ... and [many more](https://en.wikipedia.org/wiki/Probabilistic_programming_language#List_of_probabilistic_programming_languages)\n\nFurthermore, of historical relevance are [BUGS](https://www.mrc-bsu.cam.ac.uk/software/bugs/) and [JAGS](http://mcmc-jags.sourceforge.net/). \n\n\n---\n\nFunded by the German Research Foundation (DFG).\nFKZ/project number:\n[324867496](https://gepris.dfg.de/gepris/projekt/324867496?context=projekt\u0026task=showDetail\u0026id=324867496\u0026).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnim%2Frstan-binder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farnim%2Frstan-binder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnim%2Frstan-binder/lists"}