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dost-ai-nb's Introduction

DOST AI Summer School 2017: Naive Bayes Classifiers

Prepared by Jerelyn Co and Hadrian Paulo Lim

What's Inside:

  1. Jupyter Notebooks
    • Gaussian Naive Bayes Example
    • Multinomial Naive Bayes Example
    • Practicals: Create your own spam filter w/ Sci-kit Learn
    • Practicals Solutions
    • Parsed and labeled e-mail data in CSV format
  2. Spreadsheets
    • Gaussian Naive Bayes Example
    • Multinomial Naive Bayes Example
    • Practicals: Create your Multinomial Naive Bayes from Scratch
    • Practicals Solutions --

License

MIT

dost-ai-nb's People

Contributors

hadrianpaulo avatar jerelynco avatar

Watchers

James Cloos avatar avatar avatar

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