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 20 naive bayes text classification tools tracked. The highest-rated is derhuerst/nbayes at 44/100 with 16 stars.

Get all 20 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	derhuerst/nbayes A Naive Bayes classifier written in JavaScript.	44	Emerging	16	JavaScript
2	hankcs/text-classification-svm The missing SVM-based text classification module implementing HanLP's interface	44	Emerging	46	Java
3	ningchaoar/UnsupervisedTextClassification 基于关键词的无监督文本分类；Implementation for paper "Text Classification by Bootstrapping...	40	Emerging	28	Python
4	samitha9125/SinhalaTextClassification Sinhala Text Classification based on n-grams	38	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...	36	Emerging	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	33	Emerging	35	Java
7	mustafaturan/omnicat-bayes Naive Bayes text classification implementation as an OmniCat classifier...	32	Emerging	31	Ruby
8	eozd/naive-bayes-text-classification A C++ library for text classification using Multinomial Naive Bayes model on...	31	Emerging	4	C++
9	mohammadrobih/naive-bayes-text-classifier Library PHP untuk klasifikasi teks Bahasa Indonesia menggunakan algoritma...	28	Experimental	14	PHP
10	loguntsov/bayes bayes text classifier	26	Experimental	7	C++
11	vinayakumarr/text-classification-using-tflearn text classification using deep learning	25	Experimental	7	Java
12	3wdian0/Text-Classification-Naive-Bayes-Chinese 中文文本分类（基于朴素贝叶斯算法）	25	Experimental	6	Python
13	yowenter/bill-classifier 使用朴素贝叶斯算法把账单分类	23	Experimental	4	Python
14	bulentsiyah/Classifying-Sports-Texts-with-Naive-Bayes Classifying Sports Texts with Naive Bayes	22	Experimental	17	—
15	gustavious/text-classifier-api This is a GOlang simple RESTful API to classify text. Given a small chunk of...	18	Experimental	2	Go
16	kevinlin1/text-classifier Implementing a decision tree data type for text classification.	18	Experimental	2	Java
17	gustavecortal/naive-bayes Python implementation of naive bayes from scratch and using scikit-learn	17	Experimental	1	Jupyter Notebook
18	datosyciber/NatualLanguageProcessing Playing with the possibilities offered by Natural Language and its...	12	Experimental	1	Jupyter Notebook
19	WSL0809/Naive-Bayes-text-classification 基于朴素贝叶斯的新闻分类器	11	Experimental	4	Python
20	PeterHUistyping/Machine_Learning-Real_World_Data Text Classification using Naive Bayes, Cross-Validation, NLP; HMM; Social Network	10	Experimental	2	Python