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[FEATURE] Add Naive Bayes Text Classification Algorithm #14664
Description
Feature description
Feature Request
Algorithm Name: Naive Bayes Text Classification
Category: machine_learning/
Description:
Currently the repository has a basic Naive Bayes implementation.
but lacks a dedicated Text Classification example using
Naive Bayes. This is one of the most commonly taught
algorithms in NLP and would be valuable for learners.
What it should include:
- Implementation using only Python standard library / numpy
- Docstrings with examples
- doctests
- Example with a simple text dataset
References:
- https://en.wikipedia.org/wiki/Naive_Bayes_classifier
- https://scikit-learn.org/stable/modules/naive_bayes.html
Are you willing to work on this?
Yes, I can submit a PR for this.
Activity
Raghav8690 commentedon May 11, 2026
Hi @AG141293 , I’m interested in contributing to this feature.
I will add a Naive Bayes text classification implementation under
machine_learning/with:I’d be happy to submit a PR for this issue.
poyea commentedon May 18, 2026
https://github.com/TheAlgorithms/Python/blob/master/CONTRIBUTING.md#issues
Thank you for keeping our issue list short.