{"action":"closed","number":119,"pull_request":{"url":"https://api.github.com/repos/pakozm/april-ann/pulls/119","id":26897808,"html_url":"https://github.com/pakozm/april-ann/pull/119","diff_url":"https://github.com/pakozm/april-ann/pull/119.diff","patch_url":"https://github.com/pakozm/april-ann/pull/119.patch","issue_url":"https://api.github.com/repos/pakozm/april-ann/issues/119","number":119,"state":"closed","locked":false,"title":"First implementation of recurrent neural networks","user":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"body":"This pull request introduces class `ann.graph` and helpers in `ann.graph.blocks` which allow to develop recurrent neural networks as LSTMs or Elman networks.","created_at":"2015-01-06T16:04:57Z","updated_at":"2015-01-09T08:15:01Z","closed_at":"2015-01-09T08:15:01Z","merged_at":"2015-01-09T08:15:01Z","merge_commit_sha":"eacefc11d989266d946f58102fec684335f043ba","assignee":null,"milestone":null,"commits_url":"https://api.github.com/repos/pakozm/april-ann/pulls/119/commits","review_comments_url":"https://api.github.com/repos/pakozm/april-ann/pulls/119/comments","review_comment_url":"https://api.github.com/repos/pakozm/april-ann/pulls/comments/{number}","comments_url":"https://api.github.com/repos/pakozm/april-ann/issues/119/comments","statuses_url":"https://api.github.com/repos/pakozm/april-ann/statuses/76be1510e21cfd861bb90a05a3971945945af4a5","head":{"label":"pakozm:devel","ref":"devel","sha":"76be1510e21cfd861bb90a05a3971945945af4a5","user":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"repo":{"id":6479730,"name":"april-ann","full_name":"pakozm/april-ann","owner":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/pakozm/april-ann","description":"APRIL-ANN toolkit (A Pattern Recognizer In Lua with ANNs). This toolkit incorporates ANN algorithms (as dropout, stacked denoising auto-encoders, convolutional NNs), with other pattern recognition methods as HMMs among others. Additionally, in experimental stage, it is possible to perform automatic differentiation, for advanced ML research.","fork":false,"url":"https://api.github.com/repos/pakozm/april-ann","forks_url":"https://api.github.com/repos/pakozm/april-ann/forks","keys_url":"https://api.github.com/repos/pakozm/april-ann/keys{/key_id}","collaborators_url":"https://api.github.com/repos/pakozm/april-ann/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/pakozm/april-ann/teams","hooks_url":"https://api.github.com/repos/pakozm/april-ann/hooks","issue_events_url":"https://api.github.com/repos/pakozm/april-ann/issues/events{/number}","events_url":"https://api.github.com/repos/pakozm/april-ann/events","assignees_url":"https://api.github.com/repos/pakozm/april-ann/assignees{/user}","branches_url":"https://api.github.com/repos/pakozm/april-ann/branches{/branch}","tags_url":"https://api.github.com/repos/pakozm/april-ann/tags","blobs_url":"https://api.github.com/repos/pakozm/april-ann/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/pakozm/april-ann/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/pakozm/april-ann/git/refs{/sha}","trees_url":"https://api.github.com/repos/pakozm/april-ann/git/trees{/sha}","statuses_url":"https://api.github.com/repos/pakozm/april-ann/statuses/{sha}","languages_url":"https://api.github.com/repos/pakozm/april-ann/languages","stargazers_url":"https://api.github.com/repos/pakozm/april-ann/stargazers","contributors_url":"https://api.github.com/repos/pakozm/april-ann/contributors","subscribers_url":"https://api.github.com/repos/pakozm/april-ann/subscribers","subscription_url":"https://api.github.com/repos/pakozm/april-ann/subscription","commits_url":"https://api.github.com/repos/pakozm/april-ann/commits{/sha}","git_commits_url":"https://api.github.com/repos/pakozm/april-ann/git/commits{/sha}","comments_url":"https://api.github.com/repos/pakozm/april-ann/comments{/number}","issue_comment_url":"https://api.github.com/repos/pakozm/april-ann/issues/comments/{number}","contents_url":"https://api.github.com/repos/pakozm/april-ann/contents/{+path}","compare_url":"https://api.github.com/repos/pakozm/april-ann/compare/{base}...{head}","merges_url":"https://api.github.com/repos/pakozm/april-ann/merges","archive_url":"https://api.github.com/repos/pakozm/april-ann/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/pakozm/april-ann/downloads","issues_url":"https://api.github.com/repos/pakozm/april-ann/issues{/number}","pulls_url":"https://api.github.com/repos/pakozm/april-ann/pulls{/number}","milestones_url":"https://api.github.com/repos/pakozm/april-ann/milestones{/number}","notifications_url":"https://api.github.com/repos/pakozm/april-ann/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/pakozm/april-ann/labels{/name}","releases_url":"https://api.github.com/repos/pakozm/april-ann/releases{/id}","created_at":"2012-10-31T19:49:13Z","updated_at":"2015-01-07T12:38:22Z","pushed_at":"2015-01-09T08:15:01Z","git_url":"git://github.com/pakozm/april-ann.git","ssh_url":"git@github.com:pakozm/april-ann.git","clone_url":"https://github.com/pakozm/april-ann.git","svn_url":"https://github.com/pakozm/april-ann","homepage":"http://pakozm.github.com/april-ann/","size":186987,"stargazers_count":38,"watchers_count":38,"language":"C++","has_issues":true,"has_downloads":true,"has_wiki":true,"has_pages":true,"forks_count":5,"mirror_url":null,"open_issues_count":10,"forks":5,"open_issues":10,"watchers":38,"default_branch":"master"}},"base":{"label":"pakozm:master","ref":"master","sha":"3a80eb28c8f02ca74a3851f83d5754917b9dece3","user":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"repo":{"id":6479730,"name":"april-ann","full_name":"pakozm/april-ann","owner":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/pakozm/april-ann","description":"APRIL-ANN toolkit (A Pattern Recognizer In Lua with ANNs). This toolkit incorporates ANN algorithms (as dropout, stacked denoising auto-encoders, convolutional NNs), with other pattern recognition methods as HMMs among others. Additionally, in experimental stage, it is possible to perform automatic differentiation, for advanced ML research.","fork":false,"url":"https://api.github.com/repos/pakozm/april-ann","forks_url":"https://api.github.com/repos/pakozm/april-ann/forks","keys_url":"https://api.github.com/repos/pakozm/april-ann/keys{/key_id}","collaborators_url":"https://api.github.com/repos/pakozm/april-ann/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/pakozm/april-ann/teams","hooks_url":"https://api.github.com/repos/pakozm/april-ann/hooks","issue_events_url":"https://api.github.com/repos/pakozm/april-ann/issues/events{/number}","events_url":"https://api.github.com/repos/pakozm/april-ann/events","assignees_url":"https://api.github.com/repos/pakozm/april-ann/assignees{/user}","branches_url":"https://api.github.com/repos/pakozm/april-ann/branches{/branch}","tags_url":"https://api.github.com/repos/pakozm/april-ann/tags","blobs_url":"https://api.github.com/repos/pakozm/april-ann/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/pakozm/april-ann/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/pakozm/april-ann/git/refs{/sha}","trees_url":"https://api.github.com/repos/pakozm/april-ann/git/trees{/sha}","statuses_url":"https://api.github.com/repos/pakozm/april-ann/statuses/{sha}","languages_url":"https://api.github.com/repos/pakozm/april-ann/languages","stargazers_url":"https://api.github.com/repos/pakozm/april-ann/stargazers","contributors_url":"https://api.github.com/repos/pakozm/april-ann/contributors","subscribers_url":"https://api.github.com/repos/pakozm/april-ann/subscribers","subscription_url":"https://api.github.com/repos/pakozm/april-ann/subscription","commits_url":"https://api.github.com/repos/pakozm/april-ann/commits{/sha}","git_commits_url":"https://api.github.com/repos/pakozm/april-ann/git/commits{/sha}","comments_url":"https://api.github.com/repos/pakozm/april-ann/comments{/number}","issue_comment_url":"https://api.github.com/repos/pakozm/april-ann/issues/comments/{number}","contents_url":"https://api.github.com/repos/pakozm/april-ann/contents/{+path}","compare_url":"https://api.github.com/repos/pakozm/april-ann/compare/{base}...{head}","merges_url":"https://api.github.com/repos/pakozm/april-ann/merges","archive_url":"https://api.github.com/repos/pakozm/april-ann/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/pakozm/april-ann/downloads","issues_url":"https://api.github.com/repos/pakozm/april-ann/issues{/number}","pulls_url":"https://api.github.com/repos/pakozm/april-ann/pulls{/number}","milestones_url":"https://api.github.com/repos/pakozm/april-ann/milestones{/number}","notifications_url":"https://api.github.com/repos/pakozm/april-ann/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/pakozm/april-ann/labels{/name}","releases_url":"https://api.github.com/repos/pakozm/april-ann/releases{/id}","created_at":"2012-10-31T19:49:13Z","updated_at":"2015-01-07T12:38:22Z","pushed_at":"2015-01-09T08:15:01Z","git_url":"git://github.com/pakozm/april-ann.git","ssh_url":"git@github.com:pakozm/april-ann.git","clone_url":"https://github.com/pakozm/april-ann.git","svn_url":"https://github.com/pakozm/april-ann","homepage":"http://pakozm.github.com/april-ann/","size":186987,"stargazers_count":38,"watchers_count":38,"language":"C++","has_issues":true,"has_downloads":true,"has_wiki":true,"has_pages":true,"forks_count":5,"mirror_url":null,"open_issues_count":10,"forks":5,"open_issues":10,"watchers":38,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/pakozm/april-ann/pulls/119"},"html":{"href":"https://github.com/pakozm/april-ann/pull/119"},"issue":{"href":"https://api.github.com/repos/pakozm/april-ann/issues/119"},"comments":{"href":"https://api.github.com/repos/pakozm/april-ann/issues/119/comments"},"review_comments":{"href":"https://api.github.com/repos/pakozm/april-ann/pulls/119/comments"},"review_comment":{"href":"https://api.github.com/repos/pakozm/april-ann/pulls/comments/{number}"},"commits":{"href":"https://api.github.com/repos/pakozm/april-ann/pulls/119/commits"},"statuses":{"href":"https://api.github.com/repos/pakozm/april-ann/statuses/76be1510e21cfd861bb90a05a3971945945af4a5"}},"merged":true,"mergeable":null,"mergeable_state":"unknown","merged_by":{"login":"pakozm","id":2655921,"avatar_url":"https://avatars.githubusercontent.com/u/2655921?v=3","gravatar_id":"","url":"https://api.github.com/users/pakozm","html_url":"https://github.com/pakozm","followers_url":"https://api.github.com/users/pakozm/followers","following_url":"https://api.github.com/users/pakozm/following{/other_user}","gists_url":"https://api.github.com/users/pakozm/gists{/gist_id}","starred_url":"https://api.github.com/users/pakozm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pakozm/subscriptions","organizations_url":"https://api.github.com/users/pakozm/orgs","repos_url":"https://api.github.com/users/pakozm/repos","events_url":"https://api.github.com/users/pakozm/events{/privacy}","received_events_url":"https://api.github.com/users/pakozm/received_events","type":"User","site_admin":false},"comments":0,"review_comments":0,"commits":77,"additions":4156,"deletions":1047,"changed_files":75}}