{"action":"closed","issue":{"url":"https://api.github.com/repos/SheffieldML/GPyOpt/issues/43","repository_url":"https://api.github.com/repos/SheffieldML/GPyOpt","labels_url":"https://api.github.com/repos/SheffieldML/GPyOpt/issues/43/labels{/name}","comments_url":"https://api.github.com/repos/SheffieldML/GPyOpt/issues/43/comments","events_url":"https://api.github.com/repos/SheffieldML/GPyOpt/issues/43/events","html_url":"https://github.com/SheffieldML/GPyOpt/issues/43","id":164912098,"number":43,"title":"Imaging updated model with each acquisition point","user":{"login":"milicasan","id":19856648,"avatar_url":"https://avatars.githubusercontent.com/u/19856648?v=3","gravatar_id":"","url":"https://api.github.com/users/milicasan","html_url":"https://github.com/milicasan","followers_url":"https://api.github.com/users/milicasan/followers","following_url":"https://api.github.com/users/milicasan/following{/other_user}","gists_url":"https://api.github.com/users/milicasan/gists{/gist_id}","starred_url":"https://api.github.com/users/milicasan/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/milicasan/subscriptions","organizations_url":"https://api.github.com/users/milicasan/orgs","repos_url":"https://api.github.com/users/milicasan/repos","events_url":"https://api.github.com/users/milicasan/events{/privacy}","received_events_url":"https://api.github.com/users/milicasan/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/SheffieldML/GPyOpt/labels/question","name":"question","color":"cc317c"}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2016-07-11T19:13:51Z","updated_at":"2016-08-04T10:32:00Z","closed_at":"2016-08-04T10:32:00Z","body":"Dear Developers,\r\nWhen we run_optimisation, we cannot seem to image how the model evolves with each acquisition, we only see the end result. We found a notebook where the BO is run in a loop with max_iter=1; this of course illustrates the evolution of the model, but is the loop numerically equivalent to doing continuous BO (i.e. are the hyperparameters re-initialised with max_iter=1)? Ideally we would run BO continuously for max_iter=N steps, how would we plot at each step? \r\nMany thanks, Milica."}}
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