perl-AI-NeuralNet-Mesh-0.44-alt1.noarch.rpm


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Description

perl-AI-NeuralNet-Mesh - An optimized, accurate neural network Mesh

Distribution: ALT Linux Sisyphus
Repository: Autoimports noarch
Package name: perl-AI-NeuralNet-Mesh
Package version: 0.44
Package release: alt1
Package architecture: noarch
Package type: rpm
Installed size: 218.42 KB
Download size: 218.42 KB
Official Mirror: ftp.altlinux.org
AI::NeuralNet::Mesh is an optimized, accurate neural network Mesh. It was designed with accruacy and speed in mind. This network model is very flexable. It will allow for clasic binary operation or any range of integer or floating-point inputs you care to provide. With this you can change activation types on a per node or per layer basis (you can even include your own anonymous subs as activation types). You can add sigmoid transfer functions and control the threshold. You can learn data sets in batch, and load CSV data set files. You can do almost anything you need to with this module. This code is deigned to be flexable. Any new ideas for this module? See AUTHOR, below, for contact info. This module is designed to also be a customizable, extensable neural network simulation toolkit. Through a combination of setting the $Connection variable and using custom activation functions, as well as basic package inheritance, you can simulate many different types of neural network structures with very little new code written by you. In this module I have included a more accurate form of "learning" for the mesh. This form preforms descent toward a local error minimum (0) on a directional delta, rather than the desired value for that node. This allows for better, and more accurate results with larger datasets. This module also uses a simpler recursion technique which, suprisingly, is more accurate than the original technique that I've used in other ANNs.

Alternatives

Requires

Provides

  • perl(AI/NeuralNet/Mesh.pm) = 0.440
  • perl-AI-NeuralNet-Mesh = 0.44-alt1

    Install Howto

    1. Add the following line to /etc/apt/sources.list:
      rpm [Sisyphus] http://ftp.altlinux.org/pub/distributions/ALTLinux/autoimports/Sisyphus noarch autoimports
      rpm [Sisyphus] http://ftp.altlinux.org/pub/distributions/ALTLinux/autoimports/Sisyphus noarch autoimports
      
    2. Update the package index:
      # sudo apt-get update
    3. Install perl-AI-NeuralNet-Mesh rpm package:
      # sudo apt-get install perl-AI-NeuralNet-Mesh

    Files

    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/Changes
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/README
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/DOW.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/add.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/addnet_data.txt
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/aln.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/alpha.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/and.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_add.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_add2.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_aln.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_alpha.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_and.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_bmp.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_bmp2.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_crunch.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_dow.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_mult.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_or.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_pat.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_pcx.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_pcxl.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_sub.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_synop.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/ex_wine.pl
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/images.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/josiah.pcx
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/mult.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/pcx.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/sub.mesh
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/wine.dat
    • /usr/share/doc/perl-AI-NeuralNet-Mesh-0.44/examples/wine.mesh
    • /usr/share/perl5/AI/
    • /usr/share/perl5/AI/NeuralNet/Mesh.pm
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