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Automatically exported from code.google.com/p/soymadhu-perceptron
This module contains some basic implementations of the perceptron and averaged perceptron (an approximation to the voted perceptron). The perceptron is one of the simplest discriminative classifiers out there: for a given training example x, if the perceptron classification y' is the same as the correct label y, do nothing; otherwise, adjust the weight vector for class y as w += x and the weight vector for class y' as w -= x. The source distribution includes a basic test module that loads the "oil" data distributed with the Bishop material online and classifies it using several perceptron variants. Run this test with : python perceptron_test.py Have fun !
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