{"action":"created","issue":{"url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/90","repository_url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS","labels_url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/90/labels{/name}","comments_url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/90/comments","events_url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/90/events","html_url":"https://github.com/CodingTrain/Toy-Neural-Network-JS/issues/90","id":301950724,"number":90,"title":"Numbers recognition","user":{"login":"JosselinSomerville","id":37005868,"avatar_url":"https://avatars0.githubusercontent.com/u/37005868?v=4","gravatar_id":"","url":"https://api.github.com/users/JosselinSomerville","html_url":"https://github.com/JosselinSomerville","followers_url":"https://api.github.com/users/JosselinSomerville/followers","following_url":"https://api.github.com/users/JosselinSomerville/following{/other_user}","gists_url":"https://api.github.com/users/JosselinSomerville/gists{/gist_id}","starred_url":"https://api.github.com/users/JosselinSomerville/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/JosselinSomerville/subscriptions","organizations_url":"https://api.github.com/users/JosselinSomerville/orgs","repos_url":"https://api.github.com/users/JosselinSomerville/repos","events_url":"https://api.github.com/users/JosselinSomerville/events{/privacy}","received_events_url":"https://api.github.com/users/JosselinSomerville/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-03-03T00:54:35Z","updated_at":"2018-03-03T21:35:23Z","closed_at":null,"author_association":"NONE","body":"Hi !\r\nI've tried to implement the same neural network library as in the videos\r\nHowever I have some problems\r\n\r\nI am coding in Python, in Processing. Just to warn you, I am not really familiar with Python and Processing, that's why i have everything in one file ( I wasn't able to separate it in defferent files and then import them , if you know how to do it please tell me)\r\n\r\nSo the problem i am getting, is that the neural network is getting stuck. In fact I rarely go over 85% accuracy with is quite bad I think. And it doesn't matter how long i let it run, arround 85% , the accuracy just randomly changes. I know that my code is not really clear and messy , but could someone try to find what's going on ? Just so you know, I've stored, all the images in 60 000 files (1 per image ) , each containing a number between 0 and 1 for the pixel color\r\n\r\nI've also added the possibility to have several hidden layers in the neural network\r\nHowever, iam not sure if I am doing the backpropagation and the gradient descent correctly, could anyone check and tell me ?\r\n\r\nThanks a lot, I am new to GitHub so sorry if I did things wrong\r\n( and by the way, I am French, that's why my english might be bad )"},"comment":{"url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/comments/370181675","html_url":"https://github.com/CodingTrain/Toy-Neural-Network-JS/issues/90#issuecomment-370181675","issue_url":"https://api.github.com/repos/CodingTrain/Toy-Neural-Network-JS/issues/90","id":370181675,"user":{"login":"JosselinSomerville","id":37005868,"avatar_url":"https://avatars0.githubusercontent.com/u/37005868?v=4","gravatar_id":"","url":"https://api.github.com/users/JosselinSomerville","html_url":"https://github.com/JosselinSomerville","followers_url":"https://api.github.com/users/JosselinSomerville/followers","following_url":"https://api.github.com/users/JosselinSomerville/following{/other_user}","gists_url":"https://api.github.com/users/JosselinSomerville/gists{/gist_id}","starred_url":"https://api.github.com/users/JosselinSomerville/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/JosselinSomerville/subscriptions","organizations_url":"https://api.github.com/users/JosselinSomerville/orgs","repos_url":"https://api.github.com/users/JosselinSomerville/repos","events_url":"https://api.github.com/users/JosselinSomerville/events{/privacy}","received_events_url":"https://api.github.com/users/JosselinSomerville/received_events","type":"User","site_admin":false},"created_at":"2018-03-03T21:35:23Z","updated_at":"2018-03-03T21:35:23Z","author_association":"NONE","body":"Of course, I didn't know how to do it !\r\nHere you go, I hope you find what's wrong"}}
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