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naive_bayes's Introduction

naive_bayes

Naive Bayes implementation with digit recognition example

Requirement

  • numpy
  • scipy
  • matplotlib

Synthetic data example

$ git clone https://github.com/r9y9/naive_bayes && cd naive_bayes
$ python naive_bayes_test.py

Digit recognition using MNIST dataset

$ python mnist_digit_recognition.py

After training

mean of Gaussians

Result

0.7634 (7634/10000)

Note that it spends about an hour to test 10000 exapmles in this simple implementation.

naive_bayes's People

Contributors

r9y9 avatar

Stargazers

Airam - PU8ASR / PX8C1730 / PP8004SWL avatar

Watchers

James Cloos avatar Airam - PU8ASR / PX8C1730 / PP8004SWL avatar

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