{"action":"created","issue":{"url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/268","repository_url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers","labels_url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/268/labels{/name}","comments_url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/268/comments","events_url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/268/events","html_url":"https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pull/268","id":91741842,"number":268,"title":"Port to PyMC3","user":{"login":"hadim","id":528003,"avatar_url":"https://avatars.githubusercontent.com/u/528003?v=3","gravatar_id":"","url":"https://api.github.com/users/hadim","html_url":"https://github.com/hadim","followers_url":"https://api.github.com/users/hadim/followers","following_url":"https://api.github.com/users/hadim/following{/other_user}","gists_url":"https://api.github.com/users/hadim/gists{/gist_id}","starred_url":"https://api.github.com/users/hadim/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/hadim/subscriptions","organizations_url":"https://api.github.com/users/hadim/orgs","repos_url":"https://api.github.com/users/hadim/repos","events_url":"https://api.github.com/users/hadim/events{/privacy}","received_events_url":"https://api.github.com/users/hadim/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":33,"created_at":"2015-06-29T08:55:48Z","updated_at":"2016-04-27T12:20:46Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pulls/268","html_url":"https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pull/268","diff_url":"https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pull/268.diff","patch_url":"https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pull/268.patch"},"body":"Following the discussion in #155 , I decided to open a new issue to track progress on PyMC3 port. `pymc3` branch last commit is really old now (Feb 2014) and rebasing notebook files is a nightmare !\r\n\r\nSo I created a new branch on my fork `new-pymc3`.\r\n\r\n## PyMC3 port\r\n\r\n- [x] : Chapter 1\r\n    - [x] : SMS example\r\n- [ ] : Chapter 2\r\n    - [ ] : A little more on PyMC\r\n    - [ ] : Modeling approaches\r\n    - [ ] : An algorithm for human deceit \r\n- [ ] : Chapter 3\r\n    - [ ] : Opening the black box of MCMC\r\n    - [ ] : Diagnosing Convergence\r\n    - [ ] : Useful tips for MCMC\r\n- [ ] : Chapter 4 (to be detailed)\r\n    - [ ] : The greatest theorem never told\r\n    - [ ] : The Disorder of Small Numbers\r\n- [ ] : Chapter 5 (to be detailed)\r\n Loss Functions\r\n    - [ ] : Machine Learning via Bayesian Methods\r\n- [ ] : Chapter 6 (to be detailed)\r\n    - [ ] : Useful priors to know about\r\n    - [ ] : Eliciting expert prior\r\n    - [ ] : Effect of the prior as $N$ increases\r\n    - [ ] : Bayesian Rugby\r\n\r\n## Minor things\r\n\r\n- [X] : Update requirements\r\n- [X] : convert `.ipynb` to Notebook v4\r\n- [X] : replace last cell by `%run \"../styles/setup.py\"` at the beginning\r\n\r\n## Contribute\r\n\r\nAnyone who want to contribute should pull `new-pymc3`, make changes and ask me to give them write permissions on my fork. So the progress can be easy followed here.\r\n\r\nIf you don't know how to contribute you can search in the repo some tasks : `git grep TODO`"},"comment":{"url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/comments/215065230","html_url":"https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/pull/268#issuecomment-215065230","issue_url":"https://api.github.com/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/issues/268","id":215065230,"user":{"login":"twiecki","id":674200,"avatar_url":"https://avatars.githubusercontent.com/u/674200?v=3","gravatar_id":"","url":"https://api.github.com/users/twiecki","html_url":"https://github.com/twiecki","followers_url":"https://api.github.com/users/twiecki/followers","following_url":"https://api.github.com/users/twiecki/following{/other_user}","gists_url":"https://api.github.com/users/twiecki/gists{/gist_id}","starred_url":"https://api.github.com/users/twiecki/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/twiecki/subscriptions","organizations_url":"https://api.github.com/users/twiecki/orgs","repos_url":"https://api.github.com/users/twiecki/repos","events_url":"https://api.github.com/users/twiecki/events{/privacy}","received_events_url":"https://api.github.com/users/twiecki/received_events","type":"User","site_admin":false},"created_at":"2016-04-27T12:20:46Z","updated_at":"2016-04-27T12:20:46Z","body":"@psinger I think this lost some momentum and is waiting to be picked back up again. Are you interested? It would be very high-impact project."}}