{"id":13935106,"url":"https://github.com/AllenDowney/ThinkBayes2","last_synced_at":"2025-07-19T20:30:33.225Z","repository":{"id":19970075,"uuid":"23237083","full_name":"AllenDowney/ThinkBayes2","owner":"AllenDowney","description":"Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.","archived":false,"fork":false,"pushed_at":"2024-11-25T15:20:34.000Z","size":220608,"stargazers_count":1816,"open_issues_count":14,"forks_count":1493,"subscribers_count":69,"default_branch":"master","last_synced_at":"2024-11-26T08:05:03.205Z","etag":null,"topics":["bayes","bayesian-statistics","jupyter","python"],"latest_commit_sha":null,"homepage":"http://allendowney.github.io/ThinkBayes2/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AllenDowney.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGES.txt","contributing":null,"funding":null,"license":"LICENSE.txt","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":"2014-08-22T19:25:03.000Z","updated_at":"2024-11-25T15:21:13.000Z","dependencies_parsed_at":"2022-08-07T09:15:47.348Z","dependency_job_id":"a3986694-e7a5-4612-96a5-17504d63b45f","html_url":"https://github.com/AllenDowney/ThinkBayes2","commit_stats":{"total_commits":476,"total_committers":11,"mean_commits":43.27272727272727,"dds":"0.027310924369747913","last_synced_commit":"bdb98cba678f8e8b67a7c32545d8d2ff47f3b4be"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllenDowney%2FThinkBayes2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllenDowney%2FThinkBayes2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllenDowney%2FThinkBayes2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllenDowney%2FThinkBayes2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AllenDowney","download_url":"https://codeload.github.com/AllenDowney/ThinkBayes2/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226666521,"owners_count":17665040,"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":["bayes","bayesian-statistics","jupyter","python"],"created_at":"2024-08-07T23:01:23.994Z","updated_at":"2024-11-27T02:31:53.836Z","avatar_url":"https://github.com/AllenDowney.png","language":"Jupyter Notebook","readme":"# Think Bayes 2\n\nby Allen B. Downey\n\n[The HTML version of this book is here](http://allendowney.github.io/ThinkBayes2).\n\n*Think Bayes* is an introduction to Bayesian statistics using computational methods.\n\n\n\nPrint and electronic versions of this book are available from\n[Bookhop.org](https://bookshop.org/a/98697/9781492089469),\n[Amazon](https://amzn.to/334eqGo),\nand [O'Reilly Media](https://shop.aer.io/oreilly/p/think-bayes-2nd/9781492089469-9149).\n\nFor each chapter, there is a Jupyter notebook, below, where you can read the text, run the examples, and work on the exercises.\n\nYou can read the free version of the book by following the links on the left.\n\nIf you are looking for **solutions to the exercises**, follow the links on the left.\n\n*Think Bayes* is a Free Book. It is available under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/), which means that you are free to copy and modify it, as long as you attribute the work and don’t use it for commercial purposes.\n\nOther Free Books by Allen Downey are available from [Green Tea Press](https://greenteapress.com/wp/).\n\n\n## Run the notebooks\n\n[Download the notebooks as a Zip file](https://github.com/AllenDowney/ThinkBayes2/raw/master/ThinkBayes2Notebooks.zip)\n\nOr use these links to run the notebooks on Colab:\n\n* [Chapter 1](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap01.ipynb)\n\n* [Chapter 2](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap02.ipynb)\n\n* [Chapter 3](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap03.ipynb)\n\n* [Chapter 4](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap04.ipynb)\n\n* [Chapter 5](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap05.ipynb)\n\n* [Chapter 6](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap06.ipynb)\n\n* [Chapter 7](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap07.ipynb)\n\n* [Chapter 8](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap08.ipynb)\n\n* [Chapter 9](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap09.ipynb)\n\n* [Chapter 10](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap10.ipynb)\n\n* [Chapter 11](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap11.ipynb)\n\n* [Chapter 12](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap12.ipynb)\n\n* [Chapter 13](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap13.ipynb)\n\n* [Chapter 14](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap14.ipynb)\n\n* [Chapter 15](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap15.ipynb)\n\n* [Chapter 16](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap16.ipynb)\n\n* [Chapter 17](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap17.ipynb)\n\n* [Chapter 18](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap18.ipynb)\n\n* [Chapter 19](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap19.ipynb)\n\n* [Chapter 19 updated for PyMC version 5](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap19_v3.ipynb)\n\n* [Chapter 20](https://colab.research.google.com/github/AllenDowney/ThinkBayes2/blob/master/notebooks/chap20.ipynb)\n","funding_links":[],"categories":["Jupyter Notebook","🎲 Statistics \u0026 Probability"],"sub_categories":["Resources"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAllenDowney%2FThinkBayes2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FAllenDowney%2FThinkBayes2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAllenDowney%2FThinkBayes2/lists"}