{"action":"created","issue":{"url":"https://api.github.com/repos/davharris/mistnet/issues/115","repository_url":"https://api.github.com/repos/davharris/mistnet","labels_url":"https://api.github.com/repos/davharris/mistnet/issues/115/labels{/name}","comments_url":"https://api.github.com/repos/davharris/mistnet/issues/115/comments","events_url":"https://api.github.com/repos/davharris/mistnet/issues/115/events","html_url":"https://github.com/davharris/mistnet/issues/115","id":215993132,"number":115,"title":"How do I do a similar example to the one in Figure 3 in the paper of Tang?","user":{"login":"SheperoMah","id":26594373,"avatar_url":"https://avatars3.githubusercontent.com/u/26594373?v=3","gravatar_id":"","url":"https://api.github.com/users/SheperoMah","html_url":"https://github.com/SheperoMah","followers_url":"https://api.github.com/users/SheperoMah/followers","following_url":"https://api.github.com/users/SheperoMah/following{/other_user}","gists_url":"https://api.github.com/users/SheperoMah/gists{/gist_id}","starred_url":"https://api.github.com/users/SheperoMah/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/SheperoMah/subscriptions","organizations_url":"https://api.github.com/users/SheperoMah/orgs","repos_url":"https://api.github.com/users/SheperoMah/repos","events_url":"https://api.github.com/users/SheperoMah/events{/privacy}","received_events_url":"https://api.github.com/users/SheperoMah/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2017-03-22T08:59:33Z","updated_at":"2017-04-14T07:52:32Z","closed_at":null,"body":"I am not a machine learning expert so apologize for the inconvenience. But I have some issues in implementing your code\r\n\r\nFirst the code does not work if you have a y as a one column vector. So I had to create a second column of values equal to one. I believe the code needs that you have multiple output for each training data point.\r\n\r\nMy Idea is to map from a probability distribution. Assume that you have three values of x, and each value has an output y that follows a different distribution. I tried to do this using Mistnet and I failed. I tried to do several methods: adding layers, changing loss function, changing the distribution of the values of weights, but it never worked.\r\nAn intuitive example x is the day of the week, y is the number of visitors of a shop. I have data from the hole year, and each day follows a distribution. I want to predict the number of visitors throughout the next year. Each day of the week will be mapped according to its specific distribution.\r\n\r\n\r\n\r\nAnother issue, if you replace the gaussian.prior with a lognormal.prior and change the names for the parameters to meanlog and sdlog the code gives a NaNs estimate.\r\n\r\nI hope that you can help.\r\n\r\nA pseudocode\r\n[Code.docx](https://github.com/davharris/mistnet/files/860854/Code.docx)"},"comment":{"url":"https://api.github.com/repos/davharris/mistnet/issues/comments/294110454","html_url":"https://github.com/davharris/mistnet/issues/115#issuecomment-294110454","issue_url":"https://api.github.com/repos/davharris/mistnet/issues/115","id":294110454,"user":{"login":"SheperoMah","id":26594373,"avatar_url":"https://avatars3.githubusercontent.com/u/26594373?v=3","gravatar_id":"","url":"https://api.github.com/users/SheperoMah","html_url":"https://github.com/SheperoMah","followers_url":"https://api.github.com/users/SheperoMah/followers","following_url":"https://api.github.com/users/SheperoMah/following{/other_user}","gists_url":"https://api.github.com/users/SheperoMah/gists{/gist_id}","starred_url":"https://api.github.com/users/SheperoMah/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/SheperoMah/subscriptions","organizations_url":"https://api.github.com/users/SheperoMah/orgs","repos_url":"https://api.github.com/users/SheperoMah/repos","events_url":"https://api.github.com/users/SheperoMah/events{/privacy}","received_events_url":"https://api.github.com/users/SheperoMah/received_events","type":"User","site_admin":false},"created_at":"2017-04-14T07:52:32Z","updated_at":"2017-04-14T07:52:32Z","body":"No I couldn't."}}
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