{"action":"created","issue":{"url":"https://api.github.com/repos/NICTA/stateline/issues/84","labels_url":"https://api.github.com/repos/NICTA/stateline/issues/84/labels{/name}","comments_url":"https://api.github.com/repos/NICTA/stateline/issues/84/comments","events_url":"https://api.github.com/repos/NICTA/stateline/issues/84/events","html_url":"https://github.com/NICTA/stateline/issues/84","id":126592802,"number":84,"title":"Adaption mechanism rework","user":{"login":"AlistaiReid","id":1912704,"avatar_url":"https://avatars.githubusercontent.com/u/1912704?v=3","gravatar_id":"","url":"https://api.github.com/users/AlistaiReid","html_url":"https://github.com/AlistaiReid","followers_url":"https://api.github.com/users/AlistaiReid/followers","following_url":"https://api.github.com/users/AlistaiReid/following{/other_user}","gists_url":"https://api.github.com/users/AlistaiReid/gists{/gist_id}","starred_url":"https://api.github.com/users/AlistaiReid/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlistaiReid/subscriptions","organizations_url":"https://api.github.com/users/AlistaiReid/orgs","repos_url":"https://api.github.com/users/AlistaiReid/repos","events_url":"https://api.github.com/users/AlistaiReid/events{/privacy}","received_events_url":"https://api.github.com/users/AlistaiReid/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/NICTA/stateline/labels/adaption_refactor","name":"adaption_refactor","color":"fbca04"}],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2016-01-14T06:57:28Z","updated_at":"2016-01-14T11:25:55Z","closed_at":null,"body":"Al is prototyping a new parameter-free adaption. The adaption learns a linear regressor mapping sigma to accept rate that incrementally trains on the noisy accepts and rejects wrt squared error. The model has an analytic inverse so it can then be used to predict which sigma will achieve a target accept rate."},"comment":{"url":"https://api.github.com/repos/NICTA/stateline/issues/comments/171617539","html_url":"https://github.com/NICTA/stateline/issues/84#issuecomment-171617539","issue_url":"https://api.github.com/repos/NICTA/stateline/issues/84","id":171617539,"user":{"login":"darrnshn","id":8084574,"avatar_url":"https://avatars.githubusercontent.com/u/8084574?v=3","gravatar_id":"","url":"https://api.github.com/users/darrnshn","html_url":"https://github.com/darrnshn","followers_url":"https://api.github.com/users/darrnshn/followers","following_url":"https://api.github.com/users/darrnshn/following{/other_user}","gists_url":"https://api.github.com/users/darrnshn/gists{/gist_id}","starred_url":"https://api.github.com/users/darrnshn/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/darrnshn/subscriptions","organizations_url":"https://api.github.com/users/darrnshn/orgs","repos_url":"https://api.github.com/users/darrnshn/repos","events_url":"https://api.github.com/users/darrnshn/events{/privacy}","received_events_url":"https://api.github.com/users/darrnshn/received_events","type":"User","site_admin":false},"created_at":"2016-01-14T11:25:55Z","updated_at":"2016-01-14T11:25:55Z","body":"This sounds exciting!!"}}