{"action":"opened","number":1439,"pull_request":{"url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439","id":88859962,"html_url":"https://github.com/pymc-devs/pymc3/pull/1439","diff_url":"https://github.com/pymc-devs/pymc3/pull/1439.diff","patch_url":"https://github.com/pymc-devs/pymc3/pull/1439.patch","issue_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/1439","number":1439,"state":"open","locked":false,"title":"Implemented CategoricalGibbsMetropolis, optimized BinaryGibbsMetropolis.","user":{"login":"wanderer2","id":2006258,"avatar_url":"https://avatars.githubusercontent.com/u/2006258?v=3","gravatar_id":"","url":"https://api.github.com/users/wanderer2","html_url":"https://github.com/wanderer2","followers_url":"https://api.github.com/users/wanderer2/followers","following_url":"https://api.github.com/users/wanderer2/following{/other_user}","gists_url":"https://api.github.com/users/wanderer2/gists{/gist_id}","starred_url":"https://api.github.com/users/wanderer2/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/wanderer2/subscriptions","organizations_url":"https://api.github.com/users/wanderer2/orgs","repos_url":"https://api.github.com/users/wanderer2/repos","events_url":"https://api.github.com/users/wanderer2/events{/privacy}","received_events_url":"https://api.github.com/users/wanderer2/received_events","type":"User","site_admin":false},"body":"I took up on the discussion we had in Issue #1431, and implemented the `CategoricalGibbsMetropolis` sampler @twiecki and I contemplated there. I also optimized the implementation of `BinaryGibbsMetropolis`, and deprecated `ElemwiseCategorical`.","created_at":"2016-10-11T15:54:19Z","updated_at":"2016-10-11T15:54:19Z","closed_at":null,"merged_at":null,"merge_commit_sha":null,"assignee":null,"assignees":[],"milestone":null,"commits_url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439/commits","review_comments_url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439/comments","review_comment_url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/comments{/number}","comments_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/1439/comments","statuses_url":"https://api.github.com/repos/pymc-devs/pymc3/statuses/b6d9837e6fd52b571b3d0fba7aed9c4207411e8f","head":{"label":"wanderer2:master","ref":"master","sha":"b6d9837e6fd52b571b3d0fba7aed9c4207411e8f","user":{"login":"wanderer2","id":2006258,"avatar_url":"https://avatars.githubusercontent.com/u/2006258?v=3","gravatar_id":"","url":"https://api.github.com/users/wanderer2","html_url":"https://github.com/wanderer2","followers_url":"https://api.github.com/users/wanderer2/followers","following_url":"https://api.github.com/users/wanderer2/following{/other_user}","gists_url":"https://api.github.com/users/wanderer2/gists{/gist_id}","starred_url":"https://api.github.com/users/wanderer2/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/wanderer2/subscriptions","organizations_url":"https://api.github.com/users/wanderer2/orgs","repos_url":"https://api.github.com/users/wanderer2/repos","events_url":"https://api.github.com/users/wanderer2/events{/privacy}","received_events_url":"https://api.github.com/users/wanderer2/received_events","type":"User","site_admin":false},"repo":{"id":70313196,"name":"pymc3","full_name":"wanderer2/pymc3","owner":{"login":"wanderer2","id":2006258,"avatar_url":"https://avatars.githubusercontent.com/u/2006258?v=3","gravatar_id":"","url":"https://api.github.com/users/wanderer2","html_url":"https://github.com/wanderer2","followers_url":"https://api.github.com/users/wanderer2/followers","following_url":"https://api.github.com/users/wanderer2/following{/other_user}","gists_url":"https://api.github.com/users/wanderer2/gists{/gist_id}","starred_url":"https://api.github.com/users/wanderer2/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/wanderer2/subscriptions","organizations_url":"https://api.github.com/users/wanderer2/orgs","repos_url":"https://api.github.com/users/wanderer2/repos","events_url":"https://api.github.com/users/wanderer2/events{/privacy}","received_events_url":"https://api.github.com/users/wanderer2/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/wanderer2/pymc3","description":"Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.","fork":true,"url":"https://api.github.com/repos/wanderer2/pymc3","forks_url":"https://api.github.com/repos/wanderer2/pymc3/forks","keys_url":"https://api.github.com/repos/wanderer2/pymc3/keys{/key_id}","collaborators_url":"https://api.github.com/repos/wanderer2/pymc3/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/wanderer2/pymc3/teams","hooks_url":"https://api.github.com/repos/wanderer2/pymc3/hooks","issue_events_url":"https://api.github.com/repos/wanderer2/pymc3/issues/events{/number}","events_url":"https://api.github.com/repos/wanderer2/pymc3/events","assignees_url":"https://api.github.com/repos/wanderer2/pymc3/assignees{/user}","branches_url":"https://api.github.com/repos/wanderer2/pymc3/branches{/branch}","tags_url":"https://api.github.com/repos/wanderer2/pymc3/tags","blobs_url":"https://api.github.com/repos/wanderer2/pymc3/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/wanderer2/pymc3/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/wanderer2/pymc3/git/refs{/sha}","trees_url":"https://api.github.com/repos/wanderer2/pymc3/git/trees{/sha}","statuses_url":"https://api.github.com/repos/wanderer2/pymc3/statuses/{sha}","languages_url":"https://api.github.com/repos/wanderer2/pymc3/languages","stargazers_url":"https://api.github.com/repos/wanderer2/pymc3/stargazers","contributors_url":"https://api.github.com/repos/wanderer2/pymc3/contributors","subscribers_url":"https://api.github.com/repos/wanderer2/pymc3/subscribers","subscription_url":"https://api.github.com/repos/wanderer2/pymc3/subscription","commits_url":"https://api.github.com/repos/wanderer2/pymc3/commits{/sha}","git_commits_url":"https://api.github.com/repos/wanderer2/pymc3/git/commits{/sha}","comments_url":"https://api.github.com/repos/wanderer2/pymc3/comments{/number}","issue_comment_url":"https://api.github.com/repos/wanderer2/pymc3/issues/comments{/number}","contents_url":"https://api.github.com/repos/wanderer2/pymc3/contents/{+path}","compare_url":"https://api.github.com/repos/wanderer2/pymc3/compare/{base}...{head}","merges_url":"https://api.github.com/repos/wanderer2/pymc3/merges","archive_url":"https://api.github.com/repos/wanderer2/pymc3/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/wanderer2/pymc3/downloads","issues_url":"https://api.github.com/repos/wanderer2/pymc3/issues{/number}","pulls_url":"https://api.github.com/repos/wanderer2/pymc3/pulls{/number}","milestones_url":"https://api.github.com/repos/wanderer2/pymc3/milestones{/number}","notifications_url":"https://api.github.com/repos/wanderer2/pymc3/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/wanderer2/pymc3/labels{/name}","releases_url":"https://api.github.com/repos/wanderer2/pymc3/releases{/id}","deployments_url":"https://api.github.com/repos/wanderer2/pymc3/deployments","created_at":"2016-10-08T07:34:28Z","updated_at":"2016-10-08T07:34:36Z","pushed_at":"2016-10-11T15:49:32Z","git_url":"git://github.com/wanderer2/pymc3.git","ssh_url":"git@github.com:wanderer2/pymc3.git","clone_url":"https://github.com/wanderer2/pymc3.git","svn_url":"https://github.com/wanderer2/pymc3","homepage":"http://pymc-devs.github.io/pymc3/","size":120373,"stargazers_count":0,"watchers_count":0,"language":"Python","has_issues":false,"has_downloads":true,"has_wiki":false,"has_pages":false,"forks_count":0,"mirror_url":null,"open_issues_count":0,"forks":0,"open_issues":0,"watchers":0,"default_branch":"master"}},"base":{"label":"pymc-devs:master","ref":"master","sha":"a92c740b5ed5f395564f0e1419fb88915fb1c147","user":{"login":"pymc-devs","id":81121,"avatar_url":"https://avatars.githubusercontent.com/u/81121?v=3","gravatar_id":"","url":"https://api.github.com/users/pymc-devs","html_url":"https://github.com/pymc-devs","followers_url":"https://api.github.com/users/pymc-devs/followers","following_url":"https://api.github.com/users/pymc-devs/following{/other_user}","gists_url":"https://api.github.com/users/pymc-devs/gists{/gist_id}","starred_url":"https://api.github.com/users/pymc-devs/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pymc-devs/subscriptions","organizations_url":"https://api.github.com/users/pymc-devs/orgs","repos_url":"https://api.github.com/users/pymc-devs/repos","events_url":"https://api.github.com/users/pymc-devs/events{/privacy}","received_events_url":"https://api.github.com/users/pymc-devs/received_events","type":"Organization","site_admin":false},"repo":{"id":192904,"name":"pymc3","full_name":"pymc-devs/pymc3","owner":{"login":"pymc-devs","id":81121,"avatar_url":"https://avatars.githubusercontent.com/u/81121?v=3","gravatar_id":"","url":"https://api.github.com/users/pymc-devs","html_url":"https://github.com/pymc-devs","followers_url":"https://api.github.com/users/pymc-devs/followers","following_url":"https://api.github.com/users/pymc-devs/following{/other_user}","gists_url":"https://api.github.com/users/pymc-devs/gists{/gist_id}","starred_url":"https://api.github.com/users/pymc-devs/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pymc-devs/subscriptions","organizations_url":"https://api.github.com/users/pymc-devs/orgs","repos_url":"https://api.github.com/users/pymc-devs/repos","events_url":"https://api.github.com/users/pymc-devs/events{/privacy}","received_events_url":"https://api.github.com/users/pymc-devs/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/pymc-devs/pymc3","description":"Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.","fork":false,"url":"https://api.github.com/repos/pymc-devs/pymc3","forks_url":"https://api.github.com/repos/pymc-devs/pymc3/forks","keys_url":"https://api.github.com/repos/pymc-devs/pymc3/keys{/key_id}","collaborators_url":"https://api.github.com/repos/pymc-devs/pymc3/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/pymc-devs/pymc3/teams","hooks_url":"https://api.github.com/repos/pymc-devs/pymc3/hooks","issue_events_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/events{/number}","events_url":"https://api.github.com/repos/pymc-devs/pymc3/events","assignees_url":"https://api.github.com/repos/pymc-devs/pymc3/assignees{/user}","branches_url":"https://api.github.com/repos/pymc-devs/pymc3/branches{/branch}","tags_url":"https://api.github.com/repos/pymc-devs/pymc3/tags","blobs_url":"https://api.github.com/repos/pymc-devs/pymc3/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/pymc-devs/pymc3/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/pymc-devs/pymc3/git/refs{/sha}","trees_url":"https://api.github.com/repos/pymc-devs/pymc3/git/trees{/sha}","statuses_url":"https://api.github.com/repos/pymc-devs/pymc3/statuses/{sha}","languages_url":"https://api.github.com/repos/pymc-devs/pymc3/languages","stargazers_url":"https://api.github.com/repos/pymc-devs/pymc3/stargazers","contributors_url":"https://api.github.com/repos/pymc-devs/pymc3/contributors","subscribers_url":"https://api.github.com/repos/pymc-devs/pymc3/subscribers","subscription_url":"https://api.github.com/repos/pymc-devs/pymc3/subscription","commits_url":"https://api.github.com/repos/pymc-devs/pymc3/commits{/sha}","git_commits_url":"https://api.github.com/repos/pymc-devs/pymc3/git/commits{/sha}","comments_url":"https://api.github.com/repos/pymc-devs/pymc3/comments{/number}","issue_comment_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/comments{/number}","contents_url":"https://api.github.com/repos/pymc-devs/pymc3/contents/{+path}","compare_url":"https://api.github.com/repos/pymc-devs/pymc3/compare/{base}...{head}","merges_url":"https://api.github.com/repos/pymc-devs/pymc3/merges","archive_url":"https://api.github.com/repos/pymc-devs/pymc3/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/pymc-devs/pymc3/downloads","issues_url":"https://api.github.com/repos/pymc-devs/pymc3/issues{/number}","pulls_url":"https://api.github.com/repos/pymc-devs/pymc3/pulls{/number}","milestones_url":"https://api.github.com/repos/pymc-devs/pymc3/milestones{/number}","notifications_url":"https://api.github.com/repos/pymc-devs/pymc3/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/pymc-devs/pymc3/labels{/name}","releases_url":"https://api.github.com/repos/pymc-devs/pymc3/releases{/id}","deployments_url":"https://api.github.com/repos/pymc-devs/pymc3/deployments","created_at":"2009-05-05T09:43:50Z","updated_at":"2016-10-11T10:17:13Z","pushed_at":"2016-10-11T13:07:37Z","git_url":"git://github.com/pymc-devs/pymc3.git","ssh_url":"git@github.com:pymc-devs/pymc3.git","clone_url":"https://github.com/pymc-devs/pymc3.git","svn_url":"https://github.com/pymc-devs/pymc3","homepage":"http://pymc-devs.github.io/pymc3/","size":133085,"stargazers_count":1667,"watchers_count":1667,"language":"Python","has_issues":true,"has_downloads":true,"has_wiki":false,"has_pages":true,"forks_count":398,"mirror_url":null,"open_issues_count":132,"forks":398,"open_issues":132,"watchers":1667,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439"},"html":{"href":"https://github.com/pymc-devs/pymc3/pull/1439"},"issue":{"href":"https://api.github.com/repos/pymc-devs/pymc3/issues/1439"},"comments":{"href":"https://api.github.com/repos/pymc-devs/pymc3/issues/1439/comments"},"review_comments":{"href":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439/comments"},"review_comment":{"href":"https://api.github.com/repos/pymc-devs/pymc3/pulls/comments{/number}"},"commits":{"href":"https://api.github.com/repos/pymc-devs/pymc3/pulls/1439/commits"},"statuses":{"href":"https://api.github.com/repos/pymc-devs/pymc3/statuses/b6d9837e6fd52b571b3d0fba7aed9c4207411e8f"}},"merged":false,"mergeable":null,"mergeable_state":"unknown","merged_by":null,"comments":0,"review_comments":0,"commits":1,"additions":150,"deletions":20,"changed_files":4}}
{"actor":{"display_login":"wanderer2"}}