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neuralnetpy's Introduction

Python implementation of various machine learning techniques with a feed forward neural network

Build Status Coverage Status

##Features

  • nnet class provides basic structure and accessor methods for a generic feed-forward Neural Network. (completed)
  • geneticAlg class implements a genetic algorithim for the nnet class, based on ai-junkie's C++ implementation. (partially implemented)
  • neat class is an implementation of the GE decribed in the NEAT Paper, again using the nnet class. (partially implemented)

##Dependencies Implementation

  • numpy -- For matrix math
  • sklearn -- For test datasets
  • matplotlib -- Not really nessessary, mainly to visualize test datasets nicely
  • ad -- For easy differentiation

Testing

  • nose
  • coveralls

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