AshwinRamesh / perceptron

A simplistic implementation of a perceptron

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Perceptron

Simplistic implmementation of a perceptron (averaged).

Features

  • Training / Classifying multi-classes
  • n-fold cross validation
  • f-score / precision / recall (micro / macro)

Usage

  • Install a virtualenv (with pypy would make it faster)
  • Install this package
  • See example script.

TODO

  • Additional statistical analysis
  • Convert the whole system to use numpy (faster!)

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A simplistic implementation of a perceptron


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