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  1. Mahout
  2. MAHOUT-383

Investigate possibility of integration with Neuroph neural-net library

    Details

    • Type: Task
    • Status: Closed
    • Priority: Major
    • Resolution: Won't Fix
    • Affects Version/s: 0.4
    • Fix Version/s: None
    • Component/s: Classification
    • Labels:
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      Description

      The Neuroph project 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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            • Assignee:
              Unassigned
              Reporter:
              jake.mannix Jake Mannix
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              • Created:
                Updated:
                Resolved: