{"action":"created","issue":{"url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/14","repository_url":"https://api.github.com/repos/hackingmaterials/rocketsled","labels_url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/14/labels{/name}","comments_url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/14/comments","events_url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/14/events","html_url":"https://github.com/hackingmaterials/rocketsled/issues/14","id":302438981,"number":14,"title":"Add uncertainty estimation + more advanced methods of prediction","user":{"login":"ardunn","id":19936203,"avatar_url":"https://avatars3.githubusercontent.com/u/19936203?v=4","gravatar_id":"","url":"https://api.github.com/users/ardunn","html_url":"https://github.com/ardunn","followers_url":"https://api.github.com/users/ardunn/followers","following_url":"https://api.github.com/users/ardunn/following{/other_user}","gists_url":"https://api.github.com/users/ardunn/gists{/gist_id}","starred_url":"https://api.github.com/users/ardunn/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ardunn/subscriptions","organizations_url":"https://api.github.com/users/ardunn/orgs","repos_url":"https://api.github.com/users/ardunn/repos","events_url":"https://api.github.com/users/ardunn/events{/privacy}","received_events_url":"https://api.github.com/users/ardunn/received_events","type":"User","site_admin":false},"labels":[{"id":862347817,"url":"https://api.github.com/repos/hackingmaterials/rocketsled/labels/IN%20PROGRESS","name":"IN PROGRESS","color":"ecc2f9","default":false},{"id":860927995,"url":"https://api.github.com/repos/hackingmaterials/rocketsled/labels/SUPER%20IMPORTANT","name":"SUPER IMPORTANT","color":"1d76db","default":false}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-03-05T19:56:09Z","updated_at":"2018-03-13T02:19:14Z","closed_at":"2018-03-13T02:19:14Z","author_association":"COLLABORATOR","body":"Currently, `_predict` only chooses the highest scoring correct point. This is way too basic and, as we have been finding out, not particularly effective for some problems. RS needs a more advanced prediction scheme which takes into account uncertainty and can use acquisition functions (EI/PI). This can be done with some sklearn optimizers using the \"return_std\" parameter"},"comment":{"url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/comments/372524202","html_url":"https://github.com/hackingmaterials/rocketsled/issues/14#issuecomment-372524202","issue_url":"https://api.github.com/repos/hackingmaterials/rocketsled/issues/14","id":372524202,"user":{"login":"ardunn","id":19936203,"avatar_url":"https://avatars3.githubusercontent.com/u/19936203?v=4","gravatar_id":"","url":"https://api.github.com/users/ardunn","html_url":"https://github.com/ardunn","followers_url":"https://api.github.com/users/ardunn/followers","following_url":"https://api.github.com/users/ardunn/following{/other_user}","gists_url":"https://api.github.com/users/ardunn/gists{/gist_id}","starred_url":"https://api.github.com/users/ardunn/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ardunn/subscriptions","organizations_url":"https://api.github.com/users/ardunn/orgs","repos_url":"https://api.github.com/users/ardunn/repos","events_url":"https://api.github.com/users/ardunn/events{/privacy}","received_events_url":"https://api.github.com/users/ardunn/received_events","type":"User","site_admin":false},"created_at":"2018-03-13T02:19:14Z","updated_at":"2018-03-13T02:19:14Z","author_association":"COLLABORATOR","body":"this is done (for the most part)"}}
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