[jira] [Resolved] (MAHOUT-1990) Implement Multilayer Perceptron

["Trevor Grant (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/MAHOUT-1990?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Trevor Grant resolved MAHOUT-1990.
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    Resolution: Won't Fix

Out of scope for project

 

> Implement Multilayer Perceptron
> -------------------------------
>
>                 Key: MAHOUT-1990
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1990
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Algorithms
>    Affects Versions: 0.13.2
>            Reporter: Trevor Grant
>            Assignee: Trevor Grant
>            Priority: Major
>
> Following strategy
> It should- 
> 1. implement incoreMLPs which can be 'plugged together' for purposes of back propegation (this makes for easy extension into more complex networks)
> 2. implement a common distributed MLP which maps out incoreMLPs and then averages parameters
> 3. regression and classifier wrappers around the base MLP to reduce duplication of code
> 4. would be nice to make distributed and incore neural network 'trait' for consistent API across all future neural networks.



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