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 40 naive bayes classifiers frameworks tracked. 1 score above 50 (established tier). The highest-rated is cardmagic/classifier at 66/100 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.	66	Established	719	Ruby
2	ptnplanet/Java-Naive-Bayes-Classifier A java classifier based on the naive Bayes approach complete with Maven...	43	Emerging	301	Java
3	kevalmorabia97/Naive-Bayes-Text-Classifier-in-Java Naive Bayes Classification used to classify movie reviews as positive or negative	38	Emerging	20	Java
4	msamsami/wnb General (mixed) and weighted naive Bayes classifiers.	37	Emerging	23	Python
5	surmon-china/naivebayes NaiveBayes classifier for JavaScript	36	Emerging	143	JavaScript
6	Assisted-Mindfulness/naive-bayes Naive Bayes works by looking at a training set and making a guess based on that set.	33	Emerging	44	PHP
7	sinclairzx81/bayes An implementation of a naive bayes classifier in TypeScript	33	Emerging	7	JavaScript
8	IkechukwuAKalu/node-naive-bayes A Nodejs Naive Bayes implementation	32	Emerging	3	JavaScript
9	fredwu/simple_bayes A Naive Bayes machine learning implementation in Elixir.	31	Emerging	396	Elixir
10	RodneyShag/DocumentClassification Spam classification and sentiment analysis on text documents.	26	Experimental	3	Java
11	haydenhigg/bengal Optimized Go implementation of Naive Bayes classifiers for multilabel text...	25	Experimental	4	Go
12	eraaxit/bearthisnews-classifier This repository hosts a npm package for BearThisNews platform which helps in...	23	Experimental	1	TypeScript
13	huangyueranbbc/Hadoop_Base_Bayes 朴素贝叶斯 base_bayes ML hadoop	22	Experimental	1	Java
14	rogue-agent1/naive-bayes-impl-py Gaussian Naive Bayes classifier	22	Experimental	—	Python
15	stabgan/Naive-Bayes I used the Naive Bayes Classifier in both Python and R	22	Experimental	—	Python
16	atsawinkz/naive-bayes-classification Implementation of various Naive Bayes classifiers (Gaussian, Bernoulli,...	22	Experimental	—	Jupyter Notebook
17	pablo-reyes8/naive-bayes-from-scratch Pure Python implementation of a categorical Naive Bayes classifier from...	20	Experimental	3	Jupyter Notebook
18	stackOcean-official/r-naive-bayes-showcase Naive Bayes classifier in R	20	Experimental	6	R
19	wahyudev13/klasifikasi-naive-bayes SISTEM KLASIFIKASI PENERIMA BANSOSO METODE NAIVE BAYES	19	Experimental	3	JavaScript
20	shubham0204/GaussianNaiveBayes_Android_App A simple implementation of the Gaussian Naive Bayes algorithm in Android (...	19	Experimental	3	Kotlin
21	csbuja/NaiveBayesJS A JavaScript implementation of a Naive Bayes (NB) classifier for real-valued...	19	Experimental	3	JavaScript
22	gusanthiago/ml-naivebayes-meteor Project made to exemplify the use of the Bayesian Theorem	18	Experimental	2	JavaScript
23	ablanco1950/HASTIE_NAIVEBAYES HASTIE_NAIVEBAYES: from the Hastie_10_2.csv file obtained by the procedure...	18	Experimental	2	Java
24	brianspiering/naive_bayes_intro Introduction to Naive Bayes - a Machine Learning Classification Algorithm	17	Experimental	1	Jupyter Notebook
25	0xjgv/act-classifier Naive & Logistic regression classifiers. (Supervised learning)	17	Experimental	1	JavaScript
26	Sam-Gyu/naive-bayes-from-scratch An end-to-end project implementing Gaussian and Multinomial Naive Bayes...	16	Experimental	—	Jupyter Notebook
27	sqxiao000/bayes-hanfu Bayes Machine Learning to classify traditional chinese clothing by a...	14	Experimental	—	—
28	FotiosBistas/ID3-NaiveBayes Machine Learning,ID3,Naive-Bayes,Natural Language Processing	13	Experimental	—	—
29	Alex-Sought/emotion-classifier A lightweight Java library for real-time text emotion classification using...	13	Experimental	—	Java
30	ruivieira/java-naive-bayes A Java naive bayes classifier implementation.	11	Experimental	—	Java
31	davidemiceli/naivebayes Naive Bayes classifier that also uses continuous variables and log scale.	11	Experimental	—	JavaScript
32	thomasbratt/naive_bayes A Naive Bayes machine learning classifier.	11	Experimental	—	Rust
33	tophers42/go-naivebayes Naive Bayesian	11	Experimental	—	Go
34	AndrewLaing/JavaBayesianDocumentClassifier A simple example usage of the Bayesian Classifier contained in my...	11	Experimental	—	Java
35	larsmoltsen/NaiveBayes A simple, robust, multi-state Java implementation of the Naive Bayes...	11	Experimental	—	Java
36	guigaoliveira/text-classifer Navie Bayes text classifier in Javascript	11	Experimental	—	JavaScript
37	bhavul/Naive-Bayes-Hadoop This project implements distributed Naive Bayes method for Classification...	11	Experimental	—	Java
38	DoNguyenAnhTuan/GolfDecision-BNB A Java-based implementation of the Naive Bayes algorithm applied to golf...	10	Experimental	1	Java
39	fauzisho/Native-bayes Naive Bayes classifiers are a family of simple probabilistic classifiers...	10	Experimental	2	Java
40	goglue/bayesian Implementation for the Naive bayesian classifier algorithm	10	Experimental	2	Go

Comparisons in this category

naivebayes and bayes (36 vs 33) naivebayes and node-naive-bayes (36 vs 32) bayes and node-naive-bayes (33 vs 32)