{"action":"created","issue":{"url":"https://api.github.com/repos/claesenm/optunity/issues/41","labels_url":"https://api.github.com/repos/claesenm/optunity/issues/41/labels{/name}","comments_url":"https://api.github.com/repos/claesenm/optunity/issues/41/comments","events_url":"https://api.github.com/repos/claesenm/optunity/issues/41/events","html_url":"https://github.com/claesenm/optunity/issues/41","id":72827743,"number":41,"title":"handling of discrete hyperparameters","user":{"login":"updiversity","id":7083365,"avatar_url":"https://avatars.githubusercontent.com/u/7083365?v=3","gravatar_id":"","url":"https://api.github.com/users/updiversity","html_url":"https://github.com/updiversity","followers_url":"https://api.github.com/users/updiversity/followers","following_url":"https://api.github.com/users/updiversity/following{/other_user}","gists_url":"https://api.github.com/users/updiversity/gists{/gist_id}","starred_url":"https://api.github.com/users/updiversity/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/updiversity/subscriptions","organizations_url":"https://api.github.com/users/updiversity/orgs","repos_url":"https://api.github.com/users/updiversity/repos","events_url":"https://api.github.com/users/updiversity/events{/privacy}","received_events_url":"https://api.github.com/users/updiversity/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-05-03T16:24:05Z","updated_at":"2015-05-07T07:10:20Z","closed_at":null,"body":"Hi,\r\n\r\nI'd like to know if it is possible to use optunity to find hyperparameter solutions, when these parameters are discrete.\r\n\r\nThen is it possible with non-ordinal hyperparameters ?\r\n\r\nFinally, if it is not possible, do you plan to implement it and in case the answer is affirmative, for when ?\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/claesenm/optunity/issues/comments/99751194","html_url":"https://github.com/claesenm/optunity/issues/41#issuecomment-99751194","issue_url":"https://api.github.com/repos/claesenm/optunity/issues/41","id":99751194,"user":{"login":"claesenm","id":5254910,"avatar_url":"https://avatars.githubusercontent.com/u/5254910?v=3","gravatar_id":"","url":"https://api.github.com/users/claesenm","html_url":"https://github.com/claesenm","followers_url":"https://api.github.com/users/claesenm/followers","following_url":"https://api.github.com/users/claesenm/following{/other_user}","gists_url":"https://api.github.com/users/claesenm/gists{/gist_id}","starred_url":"https://api.github.com/users/claesenm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/claesenm/subscriptions","organizations_url":"https://api.github.com/users/claesenm/orgs","repos_url":"https://api.github.com/users/claesenm/repos","events_url":"https://api.github.com/users/claesenm/events{/privacy}","received_events_url":"https://api.github.com/users/claesenm/received_events","type":"User","site_admin":false},"created_at":"2015-05-07T07:10:20Z","updated_at":"2015-05-07T07:10:20Z","body":"For discrete parameters we currently recommend rounding the values yielded by Optunity. Dealing with non-ordinal hyperparameters is currently not possible, but it is part of our future planning. Unfortunately I cannot specify a timeline on that specific feature at this point."}}