Toxic Comment Detection ML Frameworks

ML projects for identifying, classifying, and filtering toxic/abusive comments across social media platforms and online communities. Does NOT include general sentiment analysis, spam detection, or profanity filtering without toxicity classification context.

There are 31 toxic comment detection frameworks tracked. The highest-rated is zake7749/DeepToxic at 42/100 with 191 stars.

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#	Framework	Score	Tier	Stars	Language
1	zake7749/DeepToxic top 1% solution to toxic comment classification challenge on Kaggle.	42	Emerging	191	Jupyter Notebook
2	DenisIndenbom/AntiToxicBot AntiToxicBot is a bot that detects toxics in a chat using Data Science and...	31	Emerging	18	Jupyter Notebook
3	aralroca/react-text-toxicity Detect text toxicity in a simple way, using React. Based in a Keras model,...	28	Experimental	45	JavaScript
4	charliegerard/safe-space Github action that checks the toxicity level of comments and PR reviews to...	27	Experimental	472	JavaScript
5	bensonruan/Toxic-Comment-Classifier Toxic-Comment-Classifier	27	Experimental	4	JavaScript
6	AbhishekChamoliDeveloper/text-toxicity-detector This library can detect toxicity in the text or string or content and in...	27	Experimental	2	JavaScript
7	kaelyx-dev/BlacklistedWordsBot BWB is a Discord bot for handling auto moderation of words in a blacklist...	26	Experimental	11	JavaScript
8	jaydeepjethwa/DeTox A web-app to identify toxic comments in a youtube channel and delete them.	26	Experimental	39	Jupyter Notebook
9	SubinoyBera/Toxic-TweetTagger End to End Hate Tweet Detection - a production ready ML application!	23	Experimental	1	Python
10	zvz23/vProfanityOpenSource A software solution that automates the detection and censorship of profanity...	23	Experimental	2	C#
11	NeekJK/Tweetoxicity An AI Powered Behavioral Analysis Web Application	22	Experimental	7	HTML
12	allanninal/toxic-comment-detector The Toxic Comment Detector is a tool powered by Hugging Face’s...	22	Experimental	1	JavaScript
13	yashlad27/Toxic_Comments_Project Toxic Comment Classification Challenge:-Identify and classify toxic online comments	22	Experimental	1	Jupyter Notebook
14	Subhasri-Babu/social-media-fake-account-and-toxic-comment-detector AI-powered Social Media Safety System that detects fake accounts and toxic...	22	Experimental	—	Jupyter Notebook
15	beyondacm/TDClearner TDCleaner: A Tool for Detecting Obsolete TODO Comments in Software Repos	21	Experimental	12	Java
16	francesconatali/toxic-text-detection Using Machine Learning to detect irrelevant and inappropriate text, entirely...	20	Experimental	14	JavaScript
17	techn0man1ac/ToxicCommentClassification In the modern era of social media, toxicity in online comments poses a...	20	Experimental	10	Jupyter Notebook
18	MCarlomagno/TwitterToxicityDetector Web application written in Vanilla JS and Tensorflow.js that detects ☢️...	19	Experimental	9	JavaScript
19	Tanat05/korcen-kogpt2 Korean deeplearning swear word(딥러닝 기반 욕설/비속어 판별)	17	Experimental	21	Python
20	LyeZinho/bad_words 📊AI Based bad words analyzer🤬	16	Experimental	3	JavaScript
21	bhargavyagnik/toxicity-extension A Chrome Extension to find out toxicity on any social media page.	16	Experimental	2	JavaScript
22	RouzbehMajidi/toxic-comment-classification Keeping internet comments safe using artificial intelligence 🤖	15	Experimental	2	Jupyter Notebook
23	rahulsaivenkat/toxic-comment-detector A multi-label toxic comment detector built with NLP and Machine Learning	14	Experimental	—	Jupyter Notebook
24	karan842/comment-toxicity Created a Flask API🚀 which can detect toxicity in comment(text)💭 using...	14	Experimental	14	Jupyter Notebook
25	nikolliervin/profanity-detection This nuget package is designed to help you easily identify and detect...	13	Experimental	5	C#
26	luizhenriqueds/reddit-br-toxicity-dataset This repository makes available a new dataset for toxicity detection in...	12	Experimental	3	—
27	Sadeedpv/PerspectiveAPI Perspective is a free API that uses machine learning to identify TOXICITY,...	12	Experimental	3	JavaScript
28	Cotex05/text-toxicity-detection The TensorFlow.js toxicity model is used, which classifies text according to...	11	Experimental	2	JavaScript
29	Hazrat-Ali9/Multi-Label-Toxic-Comment-Detection-With-Deep-Learning 🪣 Multi 🧰 Label 📒 Toxic 📓 Comment 📘 Detection 📙 Deep 📔 Learning 📚 is an NLP...	10	Experimental	40	—
30	tushar2704/Twitter-Toxicity-Classification This project aims to solve the problem of identifying the toxicity of...	10	Experimental	1	Jupyter Notebook
31	HassanRady/Toxic-Comments-Classification classifying toxic comments into 6 levels of toxicity	10	Experimental	1	Jupyter Notebook