{"action":"created","issue":{"url":"https://api.github.com/repos/regel/loudml/issues/59","repository_url":"https://api.github.com/repos/regel/loudml","labels_url":"https://api.github.com/repos/regel/loudml/issues/59/labels{/name}","comments_url":"https://api.github.com/repos/regel/loudml/issues/59/comments","events_url":"https://api.github.com/repos/regel/loudml/issues/59/events","html_url":"https://github.com/regel/loudml/issues/59","id":372449461,"node_id":"MDU6SXNzdWUzNzI0NDk0NjE=","number":59,"title":"Question: Model evolution","user":{"login":"daradermody","id":7104356,"node_id":"MDQ6VXNlcjcxMDQzNTY=","avatar_url":"https://avatars2.githubusercontent.com/u/7104356?v=4","gravatar_id":"","url":"https://api.github.com/users/daradermody","html_url":"https://github.com/daradermody","followers_url":"https://api.github.com/users/daradermody/followers","following_url":"https://api.github.com/users/daradermody/following{/other_user}","gists_url":"https://api.github.com/users/daradermody/gists{/gist_id}","starred_url":"https://api.github.com/users/daradermody/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/daradermody/subscriptions","organizations_url":"https://api.github.com/users/daradermody/orgs","repos_url":"https://api.github.com/users/daradermody/repos","events_url":"https://api.github.com/users/daradermody/events{/privacy}","received_events_url":"https://api.github.com/users/daradermody/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/regel/loudml/milestones/9","html_url":"https://github.com/regel/loudml/milestone/9","labels_url":"https://api.github.com/repos/regel/loudml/milestones/9/labels","id":3696689,"node_id":"MDk6TWlsZXN0b25lMzY5NjY4OQ==","number":9,"title":"1.5","description":null,"creator":{"login":"regel","id":355557,"node_id":"MDQ6VXNlcjM1NTU1Nw==","avatar_url":"https://avatars3.githubusercontent.com/u/355557?v=4","gravatar_id":"","url":"https://api.github.com/users/regel","html_url":"https://github.com/regel","followers_url":"https://api.github.com/users/regel/followers","following_url":"https://api.github.com/users/regel/following{/other_user}","gists_url":"https://api.github.com/users/regel/gists{/gist_id}","starred_url":"https://api.github.com/users/regel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/regel/subscriptions","organizations_url":"https://api.github.com/users/regel/orgs","repos_url":"https://api.github.com/users/regel/repos","events_url":"https://api.github.com/users/regel/events{/privacy}","received_events_url":"https://api.github.com/users/regel/received_events","type":"User","site_admin":false},"open_issues":5,"closed_issues":0,"state":"open","created_at":"2018-09-28T13:59:40Z","updated_at":"2018-10-25T06:48:56Z","due_on":null,"closed_at":null},"comments":0,"created_at":"2018-10-22T09:23:42Z","updated_at":"2018-10-25T07:07:41Z","closed_at":null,"author_association":"NONE","body":"I was wondering if the model created and trained evolves if the pattern of data slowly changes? Or is the model only based off of the last training session. If it evolves, is there a specific behaviour, like does it train every time it does a prediction, or do a bigger training session every larger period, etc.?"},"comment":{"url":"https://api.github.com/repos/regel/loudml/issues/comments/432938787","html_url":"https://github.com/regel/loudml/issues/59#issuecomment-432938787","issue_url":"https://api.github.com/repos/regel/loudml/issues/59","id":432938787,"node_id":"MDEyOklzc3VlQ29tbWVudDQzMjkzODc4Nw==","user":{"login":"regel","id":355557,"node_id":"MDQ6VXNlcjM1NTU1Nw==","avatar_url":"https://avatars3.githubusercontent.com/u/355557?v=4","gravatar_id":"","url":"https://api.github.com/users/regel","html_url":"https://github.com/regel","followers_url":"https://api.github.com/users/regel/followers","following_url":"https://api.github.com/users/regel/following{/other_user}","gists_url":"https://api.github.com/users/regel/gists{/gist_id}","starred_url":"https://api.github.com/users/regel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/regel/subscriptions","organizations_url":"https://api.github.com/users/regel/orgs","repos_url":"https://api.github.com/users/regel/repos","events_url":"https://api.github.com/users/regel/events{/privacy}","received_events_url":"https://api.github.com/users/regel/received_events","type":"User","site_admin":false},"created_at":"2018-10-25T07:07:41Z","updated_at":"2018-10-25T07:07:41Z","author_association":"OWNER","body":"Hi @daradermody, I have published 1.5 roadmap on [slideshare](https://www.slideshare.net/SebastienLeger1/loud-ml-15-technology-roadmap).\r\n\r\nYou will find incremental retraining, and how 1.4 compares to the next 1.5 on this question.\r\n"}}
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