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https://issues.apache.org/jira/browse/MADLIB-1134?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16120655#comment-16120655
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Cooper Sloan edited comment on MADLIB-1134 at 8/9/17 9:12 PM:
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Very good article on regularization for NN:
https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=8&cad=rja&uact=8&ved=0ahUKEwiaj573h8vVAhVos1QKHQubAa0QFgheMAc&url=https%3A%2F%2Fpiazza.com%2Fclass_profile%2Fget_resource%2Fieytirtomz425i%2Fifyrgs0anxs3d5&usg=AFQjCNHYQNY3YuO4TX3UAzeplaXNgoANOQ
was (Author: coopersloan):
Very good article on regularization for NN:
https://piazza-resources.s3.amazonaws.com/ieytirtomz425i/ifyrgs0anxs3d5/Oct19Lecture.pdf?AWSAccessKeyId=AKIAIEDNRLJ4AZKBW6HA&Expires=1502245062&Signature=6FGb4J8zhez0uQWsu4xtefaKlFU%3D
> Neural Networks - MLP - Phase 2
> -------------------------------
>
> Key: MADLIB-1134
> URL: https://issues.apache.org/jira/browse/MADLIB-1134
> Project: Apache MADlib
> Issue Type: Improvement
> Components: Module: Neural Networks
> Reporter: Frank McQuillan
> Assignee: Cooper Sloan
> Fix For: v1.12
>
>
> Follow on from https://issues.apache.org/jira/browse/MADLIB-413
> Story
> As a MADlib developer, I want to get 2nd phase implementation of NN going
> with training and prediction functions, so that I can use this to build to an
> MVP version for GA.
> Features to add:
> * weights for inputs
> * logic for n_tries
> * normalize inputs
> * L2 regularization
> * learning rate policy
> * warm start
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