Naive Bayes Text Classification NLP Tools

Tools implementing Naive Bayes algorithms for text classification tasks across languages and domains. Does NOT include deep learning approaches, general text classification frameworks, or non-Naive Bayes probabilistic methods.

There are 17 naive bayes text classification tools tracked. The highest-rated is hankcs/text-classification-svm at 37/100 with 46 stars.

Get all 17 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=naive-bayes-text-classification&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	hankcs/text-classification-svm The missing SVM-based text classification module implementing HanLP's interface	37	Emerging	46	Java
2	derhuerst/nbayes A Naive Bayes classifier written in JavaScript.	37	Emerging	16	JavaScript
3	ningchaoar/UnsupervisedTextClassification 基于关键词的无监督文本分类；Implementation for paper "Text Classification by Bootstrapping...	33	Emerging	28	Python
4	samitha9125/SinhalaTextClassification Sinhala Text Classification based on n-grams	31	Emerging	18	Python
5	qyfang/TextClassification 基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中B...	29	Experimental	110	Python
6	fullstackyang/article-classifier 基于朴素贝叶斯实现的一款微信公众号文章分类器	26	Experimental	35	Java
7	mustafaturan/omnicat-bayes Naive Bayes text classification implementation as an OmniCat classifier...	25	Experimental	31	Ruby
8	eozd/naive-bayes-text-classification A C++ library for text classification using Multinomial Naive Bayes model on...	24	Experimental	4	C++
9	mohammadrobih/naive-bayes-text-classifier Library PHP untuk klasifikasi teks Bahasa Indonesia menggunakan algoritma...	21	Experimental	14	PHP
10	loguntsov/bayes bayes text classifier	19	Experimental	7	C++
11	3wdian0/Text-Classification-Naive-Bayes-Chinese 中文文本分类（基于朴素贝叶斯算法）	18	Experimental	6	Python
12	vinayakumarr/text-classification-using-tflearn text classification using deep learning	18	Experimental	7	Java
13	yowenter/bill-classifier 使用朴素贝叶斯算法把账单分类	16	Experimental	4	Python
14	bulentsiyah/Classifying-Sports-Texts-with-Naive-Bayes Classifying Sports Texts with Naive Bayes	15	Experimental	17	—
15	kevinlin1/text-classifier Implementing a decision tree data type for text classification.	11	Experimental	2	Java
16	gustavious/text-classifier-api This is a GOlang simple RESTful API to classify text. Given a small chunk of...	11	Experimental	2	Go
17	gustavecortal/naive-bayes Python implementation of naive bayes from scratch and using scikit-learn	10	Experimental	1	Jupyter Notebook