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Posted to dev@mahout.apache.org by "Sean Owen (JIRA)" <ji...@apache.org> on 2011/05/21 04:40:47 UTC
[jira] [Resolved] (MAHOUT-383) Investigate possibility of
integration with Neuroph neural-net library
[ https://issues.apache.org/jira/browse/MAHOUT-383?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Sean Owen resolved MAHOUT-383.
------------------------------
Resolution: Won't Fix
(Same comment -- reopen if anyone cares to commit to make progress.)
> Investigate possibility of integration with Neuroph neural-net library
> ----------------------------------------------------------------------
>
> Key: MAHOUT-383
> URL: https://issues.apache.org/jira/browse/MAHOUT-383
> Project: Mahout
> Issue Type: Task
> Components: Classification
> Affects Versions: 0.4
> Reporter: Jake Mannix
>
> The [Neuroph project | http://sourceforge.net/projects/neuroph/ ] is an open-source (currently LGPL, but voted to change to ASL to accomodate integration with Mahout) ANN library, complete with this feature-set:
> * Supported neural network architectures
> ** Adaline
> ** Perceptron
> ** Multi Layer Perceptron with Backpropagation
> ** Hopfield network
> ** Bidirectional Associative Memory
> ** Kohonen network
> ** Hebbian network
> ** Maxnet
> ** Competitive network
> ** Instar
> ** Outstar
> ** RBF network
> ** Neuro Fuzzy Reasoner
> *Other features
> ** Small number of the essential base classes (only 10) which can be easily reused
> ** Support for supervised and unsupervised learning rules
> ** An easy-to-follow structure and logic.
> ** GUI tool for neural network development easyNeurons
> ** Image recognition support
> They are interested in integration, so we should look into what we can do to augment Mahout's capabilities with this.
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