https://github.com/agn-7/gaussian_naive_bayes_classifier

A simple 1-dimensional Gaussian Naïve Bayes Classifier.
https://github.com/agn-7/gaussian_naive_bayes_classifier

bayes-rule gaussian-naive-bayes machine-learning naive-bayes-classifier python qda quadratic-discriminant-analysis

Last synced: 3 months ago
JSON representation

A simple 1-dimensional Gaussian Naïve Bayes Classifier.

Host: GitHub
URL: https://github.com/agn-7/gaussian_naive_bayes_classifier
Owner: agn-7
Created: 2019-11-09T06:53:56.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2021-09-01T05:11:34.000Z (almost 4 years ago)
Last Synced: 2025-01-16T13:58:42.131Z (5 months ago)
Topics: bayes-rule, gaussian-naive-bayes, machine-learning, naive-bayes-classifier, python, qda, quadratic-discriminant-analysis
Language: Jupyter Notebook
Size: 19.5 KB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

README

# Gaussian_Naive_Bayes_Classifier

In fact, this method called Quadratic Discriminant Analysis (QDA) which in a 1-dimensional area is same as Naive Bayes classifier NBC.

![1d-gaussian](https://user-images.githubusercontent.com/14202344/68524884-34812f00-02e1-11ea-9e7d-ae25ab4e8135.png)

### Google-Colab

Here's the implementation of a naive bayes example in google-colab notebook without using `sklearn` in order to better understanding.