{"action":"created","issue":{"url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/9","repository_url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework","labels_url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/9/labels{/name}","comments_url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/9/comments","events_url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/9/events","html_url":"https://github.com/GateNLP/gateplugin-LearningFramework/issues/9","id":144329819,"node_id":"MDU6SXNzdWUxNDQzMjk4MTk=","number":9,"title":"Make it work properly with duplication and parallel processing","user":{"login":"johann-petrak","id":619106,"node_id":"MDQ6VXNlcjYxOTEwNg==","avatar_url":"https://avatars0.githubusercontent.com/u/619106?v=4","gravatar_id":"","url":"https://api.github.com/users/johann-petrak","html_url":"https://github.com/johann-petrak","followers_url":"https://api.github.com/users/johann-petrak/followers","following_url":"https://api.github.com/users/johann-petrak/following{/other_user}","gists_url":"https://api.github.com/users/johann-petrak/gists{/gist_id}","starred_url":"https://api.github.com/users/johann-petrak/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/johann-petrak/subscriptions","organizations_url":"https://api.github.com/users/johann-petrak/orgs","repos_url":"https://api.github.com/users/johann-petrak/repos","events_url":"https://api.github.com/users/johann-petrak/events{/privacy}","received_events_url":"https://api.github.com/users/johann-petrak/received_events","type":"User","site_admin":false},"labels":[{"id":488104463,"node_id":"MDU6TGFiZWw0ODgxMDQ0NjM=","url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/labels/IMPORTANT","name":"IMPORTANT","color":"fbca04","default":false},{"id":336750563,"node_id":"MDU6TGFiZWwzMzY3NTA1NjM=","url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/labels/enhancement","name":"enhancement","color":"84b6eb","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":12,"created_at":"2016-03-29T17:15:42Z","updated_at":"2018-07-08T10:09:23Z","closed_at":null,"author_association":"MEMBER","body":"For training, we may want to create n separate sets and merge them before running the training step after the last document (this should work for in-memory and on-disk approaches)>\nThen the training will run single-threaded unless the library supports a multithreaded way of training in which case we use several threads based on our own algorithmParameter or, by default, same number of threads as we had duplicates.\nFor application, just use a separate model instance for each duplicate. \n"},"comment":{"url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/comments/403276963","html_url":"https://github.com/GateNLP/gateplugin-LearningFramework/issues/9#issuecomment-403276963","issue_url":"https://api.github.com/repos/GateNLP/gateplugin-LearningFramework/issues/9","id":403276963,"node_id":"MDEyOklzc3VlQ29tbWVudDQwMzI3Njk2Mw==","user":{"login":"johann-petrak","id":619106,"node_id":"MDQ6VXNlcjYxOTEwNg==","avatar_url":"https://avatars0.githubusercontent.com/u/619106?v=4","gravatar_id":"","url":"https://api.github.com/users/johann-petrak","html_url":"https://github.com/johann-petrak","followers_url":"https://api.github.com/users/johann-petrak/followers","following_url":"https://api.github.com/users/johann-petrak/following{/other_user}","gists_url":"https://api.github.com/users/johann-petrak/gists{/gist_id}","starred_url":"https://api.github.com/users/johann-petrak/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/johann-petrak/subscriptions","organizations_url":"https://api.github.com/users/johann-petrak/orgs","repos_url":"https://api.github.com/users/johann-petrak/repos","events_url":"https://api.github.com/users/johann-petrak/events{/privacy}","received_events_url":"https://api.github.com/users/johann-petrak/received_events","type":"User","site_admin":false},"created_at":"2018-07-08T10:09:23Z","updated_at":"2018-07-08T10:09:23Z","author_association":"MEMBER","body":"OK, the only choice we have is to work around this by using the original LabelAlphabet class and trying to synchronize all the places where it gets used explicitly or implicitly."}}
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