Bayes Classifier

This repositoy contains the implementation of a Bayes Classifier, written from scratch with Numpy.
The goal of this small project was to write a simple ml algorithm with an understandable, documented and user-friendly structure.

Distribution package:

Single-variate distributions:

• Singlevariate Normal Distribution
• Poisson Distribution
• Gamma Distribution

Multi-variate distributions:

• Multivariate Normal Distribution

Running programs:

Running Example Programs (replace the 'x' with 1, 2 or 3):

$ python example_x.py

Running Tests:

$ python -m pytest