{"action":"created","issue":{"url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/16","repository_url":"https://api.github.com/repos/DrewSimtech/optimizer","labels_url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/16/labels{/name}","comments_url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/16/comments","events_url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/16/events","html_url":"https://github.com/DrewSimtech/optimizer/issues/16","id":334149523,"node_id":"MDU6SXNzdWUzMzQxNDk1MjM=","number":16,"title":"Saddle Points","user":{"login":"DrewSimtech","id":38218149,"node_id":"MDQ6VXNlcjM4MjE4MTQ5","avatar_url":"https://avatars1.githubusercontent.com/u/38218149?v=4","gravatar_id":"","url":"https://api.github.com/users/DrewSimtech","html_url":"https://github.com/DrewSimtech","followers_url":"https://api.github.com/users/DrewSimtech/followers","following_url":"https://api.github.com/users/DrewSimtech/following{/other_user}","gists_url":"https://api.github.com/users/DrewSimtech/gists{/gist_id}","starred_url":"https://api.github.com/users/DrewSimtech/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/DrewSimtech/subscriptions","organizations_url":"https://api.github.com/users/DrewSimtech/orgs","repos_url":"https://api.github.com/users/DrewSimtech/repos","events_url":"https://api.github.com/users/DrewSimtech/events{/privacy}","received_events_url":"https://api.github.com/users/DrewSimtech/received_events","type":"User","site_admin":false},"labels":[{"id":948367479,"node_id":"MDU6TGFiZWw5NDgzNjc0Nzk=","url":"https://api.github.com/repos/DrewSimtech/optimizer/labels/Developer","name":"Developer","color":"d5eef5","default":false},{"id":895718653,"node_id":"MDU6TGFiZWw4OTU3MTg2NTM=","url":"https://api.github.com/repos/DrewSimtech/optimizer/labels/bug","name":"bug","color":"0052cc","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-06-20T16:09:03Z","updated_at":"2018-06-21T21:48:49Z","closed_at":null,"author_association":"OWNER","body":"As a developer I would like the tool to be able to handle saddle points. When a gradient for a variable converges to 0 before the other variables' gradients do, then the tool wont be able to handle the 0 gradient and will crash."},"comment":{"url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/comments/399254396","html_url":"https://github.com/DrewSimtech/optimizer/issues/16#issuecomment-399254396","issue_url":"https://api.github.com/repos/DrewSimtech/optimizer/issues/16","id":399254396,"node_id":"MDEyOklzc3VlQ29tbWVudDM5OTI1NDM5Ng==","user":{"login":"DrewSimtech","id":38218149,"node_id":"MDQ6VXNlcjM4MjE4MTQ5","avatar_url":"https://avatars1.githubusercontent.com/u/38218149?v=4","gravatar_id":"","url":"https://api.github.com/users/DrewSimtech","html_url":"https://github.com/DrewSimtech","followers_url":"https://api.github.com/users/DrewSimtech/followers","following_url":"https://api.github.com/users/DrewSimtech/following{/other_user}","gists_url":"https://api.github.com/users/DrewSimtech/gists{/gist_id}","starred_url":"https://api.github.com/users/DrewSimtech/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/DrewSimtech/subscriptions","organizations_url":"https://api.github.com/users/DrewSimtech/orgs","repos_url":"https://api.github.com/users/DrewSimtech/repos","events_url":"https://api.github.com/users/DrewSimtech/events{/privacy}","received_events_url":"https://api.github.com/users/DrewSimtech/received_events","type":"User","site_admin":false},"created_at":"2018-06-21T21:48:49Z","updated_at":"2018-06-21T21:48:49Z","author_association":"OWNER","body":"Current solution to avoid crashes is to accept all extrema including saddle points and maxima. This is incorrect as it should be finding minima only. But this is an acceptable hotfix until a proper solution is found."}}
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