Naive Bayes Classifiers ML Frameworks

Implementations and tutorials of Naive Bayes classification algorithms across programming languages. Does NOT include applications of Naive Bayes for specific domains (email filtering, movie recommendations, text classification) or other classification algorithms.

There are 33 naive bayes classifiers frameworks tracked. 1 score above 50 (established tier). The highest-rated is cardmagic/classifier at 62/100 with 719 stars. 1 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	cardmagic/classifier A general classifier module to allow Bayesian and LSI classifications.	62	Established	719	Ruby
2	ptnplanet/Java-Naive-Bayes-Classifier A java classifier based on the naive Bayes approach complete with Maven...	36	Emerging	301	Java
3	kevalmorabia97/Naive-Bayes-Text-Classifier-in-Java Naive Bayes Classification used to classify movie reviews as positive or negative	31	Emerging	20	Java
4	msamsami/wnb General (mixed) and weighted naive Bayes classifiers.	30	Emerging	23	Python
5	surmon-china/naivebayes NaiveBayes classifier for JavaScript	29	Experimental	143	JavaScript
6	sinclairzx81/bayes An implementation of a naive bayes classifier in TypeScript	26	Experimental	7	JavaScript
7	Assisted-Mindfulness/naive-bayes Naive Bayes works by looking at a training set and making a guess based on that set.	26	Experimental	44	PHP
8	IkechukwuAKalu/node-naive-bayes A Nodejs Naive Bayes implementation	25	Experimental	3	JavaScript
9	wolny/complement-naive-bayes Implementation of Complement Naive Bayes text classifier used for automatic...	24	Experimental	3	Java
10	fredwu/simple_bayes A Naive Bayes machine learning implementation in Elixir.	24	Experimental	396	Elixir
11	cache117/cs453-text-doc-classification Text Document Classification Using a Multinomial Naive Bayes Model	23	Experimental	2	Java
12	rogue-agent1/naive-bayes-impl-py Gaussian Naive Bayes classifier	22	Experimental	—	Python
13	atsawinkz/naive-bayes-classification Implementation of various Naive Bayes classifiers (Gaussian, Bernoulli,...	22	Experimental	—	Jupyter Notebook
14	haydenhigg/bengal Optimized Go implementation of Naive Bayes classifiers for multilabel text...	22	Experimental	4	Go
15	stabgan/Naive-Bayes I used the Naive Bayes Classifier in both Python and R	22	Experimental	—	Python
16	RodneyShag/DocumentClassification Spam classification and sentiment analysis on text documents.	19	Experimental	3	Java
17	Sam-Gyu/naive-bayes-from-scratch An end-to-end project implementing Gaussian and Multinomial Naive Bayes...	16	Experimental	—	Jupyter Notebook
18	eraaxit/bearthisnews-classifier This repository hosts a npm package for BearThisNews platform which helps in...	16	Experimental	1	TypeScript
19	huangyueranbbc/Hadoop_Base_Bayes 朴素贝叶斯 base_bayes ML hadoop	15	Experimental	1	Java
20	pablo-reyes8/naive-bayes-from-scratch Pure Python implementation of a categorical Naive Bayes classifier from...	14	Experimental	3	Jupyter Notebook
21	Carla-de-Beer/naive-bayes-text-classifier A Naive Bayes Text Classifier that classifies input text into one of two...	14	Experimental	3	JavaScript
22	sqxiao000/bayes-hanfu Bayes Machine Learning to classify traditional chinese clothing by a...	14	Experimental	—	—
23	stackOcean-official/r-naive-bayes-showcase Naive Bayes classifier in R	13	Experimental	6	R
24	shubham0204/GaussianNaiveBayes_Android_App A simple implementation of the Gaussian Naive Bayes algorithm in Android (...	12	Experimental	3	Kotlin
25	csbuja/NaiveBayesJS A JavaScript implementation of a Naive Bayes (NB) classifier for real-valued...	12	Experimental	3	JavaScript
26	wahyudev13/klasifikasi-naive-bayes SISTEM KLASIFIKASI PENERIMA BANSOSO METODE NAIVE BAYES	12	Experimental	3	JavaScript
27	FotiosBistas/ID3-NaiveBayes Machine Learning,ID3,Naive-Bayes,Natural Language Processing	11	Experimental	—	—
28	ablanco1950/HASTIE_NAIVEBAYES HASTIE_NAIVEBAYES: from the Hastie_10_2.csv file obtained by the procedure...	11	Experimental	2	Java
29	gusanthiago/ml-naivebayes-meteor Project made to exemplify the use of the Bayesian Theorem	11	Experimental	2	JavaScript
30	Alex-Sought/emotion-classifier A lightweight Java library for real-time text emotion classification using...	11	Experimental	—	Java
31	ricosandyca/bayes-text-classifier (In development) Text classifier using Naive Bayes algorithm	10	Experimental	1	TypeScript
32	0xjgv/act-classifier Naive & Logistic regression classifiers. (Supervised learning)	10	Experimental	1	JavaScript
33	brianspiering/naive_bayes_intro Introduction to Naive Bayes - a Machine Learning Classification Algorithm	10	Experimental	1	Jupyter Notebook