https://github.com/pottekkat/naive-bayes-from-scratch

A simple implementation of the Naive Bayes Algorithm to understand its inner workings.
https://github.com/pottekkat/naive-bayes-from-scratch

bayes bayes-classifier naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naive-bayes-implementation naivebayes naivebayesclassifier tennis tennis-weather

Last synced: about 1 month ago
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A simple implementation of the Naive Bayes Algorithm to understand its inner workings.

• Host: GitHub
• URL: https://github.com/pottekkat/naive-bayes-from-scratch
• Owner: pottekkat
• License: mit
• Created: 2020-10-24T10:32:50.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-10-24T10:45:20.000Z (about 4 years ago)
• Last Synced: 2024-05-02T05:25:46.694Z (8 months ago)
• Topics: bayes, bayes-classifier, naive-bayes, naive-bayes-algorithm, naive-bayes-classification, naive-bayes-classifier, naive-bayes-implementation, naivebayes, naivebayesclassifier, tennis, tennis-weather
• Language: Jupyter Notebook
• Homepage:
• Size: 315 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Naive Bayes from Scratch

A simple implementation of the Naive Bayes Algorithm to understand its inner workings.

The dataset used here is the [Tennis Weather Dataset](https://www.kaggle.com/pranavpandey2511/naive-bayes-classifier-from-scratch) from Kaggle.

The completed Jupyter Notebook is available [here](https://colab.research.google.com/drive/1v9l0NN2SGH8iwsdw7_PKV22Wi4KDexAj?usp=sharing) or in the current repo.

Check the [PDF file](https://github.com/navendu-pottekkat/naive-bayes-from-scratch/blob/master/tennis_weather_naive_bayes_README.pdf) for complete description and walkthrough on how Naive Bayes was implemented.

![Dataset](./dataset.png)