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 35 toxic comment detection frameworks tracked. The highest-rated is zake7749/DeepToxic at 49/100 with 191 stars.

Get all 35 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=toxic-comment-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	zake7749/DeepToxic top 1% solution to toxic comment classification challenge on Kaggle.	49	Emerging	191	Jupyter Notebook
2	DenisIndenbom/AntiToxicBot AntiToxicBot is a bot that detects toxics in a chat using Data Science and...	38	Emerging	18	Jupyter Notebook
3	aralroca/react-text-toxicity Detect text toxicity in a simple way, using React. Based in a Keras model,...	35	Emerging	45	JavaScript
4	bensonruan/Toxic-Comment-Classifier Toxic-Comment-Classifier	34	Emerging	4	JavaScript
5	charliegerard/safe-space Github action that checks the toxicity level of comments and PR reviews to...	34	Emerging	472	JavaScript
6	jaydeepjethwa/DeTox A web-app to identify toxic comments in a youtube channel and delete them.	33	Emerging	39	Jupyter Notebook
7	kaelyx-dev/BlacklistedWordsBot BWB is a Discord bot for handling auto moderation of words in a blacklist...	33	Emerging	11	JavaScript
8	allanninal/toxic-comment-detector The Toxic Comment Detector is a tool powered by Hugging Face’s...	29	Experimental	1	JavaScript
9	NeekJK/Tweetoxicity An AI Powered Behavioral Analysis Web Application	29	Experimental	7	HTML
10	yashlad27/Toxic_Comments_Project Toxic Comment Classification Challenge:-Identify and classify toxic online comments	29	Experimental	1	Jupyter Notebook
11	beyondacm/TDClearner TDCleaner: A Tool for Detecting Obsolete TODO Comments in Software Repos	28	Experimental	12	Java
12	techn0man1ac/ToxicCommentClassification In the modern era of social media, toxicity in online comments poses a...	27	Experimental	10	Jupyter Notebook
13	francesconatali/toxic-text-detection Using Machine Learning to detect irrelevant and inappropriate text, entirely...	27	Experimental	14	JavaScript
14	MCarlomagno/TwitterToxicityDetector Web application written in Vanilla JS and Tensorflow.js that detects ☢️...	26	Experimental	9	JavaScript
15	SubinoyBera/Toxic-TweetTagger End to End Hate Tweet Detection - a production ready ML application!	26	Experimental	1	Python
16	Tanat05/korcen-kogpt2 Korean deeplearning swear word(딥러닝 기반 욕설/비속어 판별)	24	Experimental	21	Python
17	bhargavyagnik/toxicity-extension A Chrome Extension to find out toxicity on any social media page.	23	Experimental	2	JavaScript
18	RouzbehMajidi/toxic-comment-classification Keeping internet comments safe using artificial intelligence 🤖	22	Experimental	2	Jupyter Notebook
19	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
20	karan842/comment-toxicity Created a Flask API🚀 which can detect toxicity in comment(text)💭 using...	21	Experimental	14	Jupyter Notebook
21	luizhenriqueds/reddit-br-toxicity-dataset This repository makes available a new dataset for toxicity detection in...	19	Experimental	3	—
22	Sadeedpv/PerspectiveAPI Perspective is a free API that uses machine learning to identify TOXICITY,...	19	Experimental	3	JavaScript
23	HassanRady/Toxic-Comments-Classification classifying toxic comments into 6 levels of toxicity	17	Experimental	1	Jupyter Notebook
24	Hazrat-Ali9/Multi-Label-Toxic-Comment-Detection-With-Deep-Learning 🪣 Multi 🧰 Label 📒 Toxic 📓 Comment 📘 Detection 📙 Deep 📔 Learning 📚 is an NLP...	16	Experimental	40	—
25	rahulsaivenkat/toxic-comment-detector A multi-label toxic comment detector built with NLP and Machine Learning	14	Experimental	—	Jupyter Notebook
26	LudwigStumpp/twitter-toxicity A Browser Plugin to evaluate the toxicity level of Twitter Tweets.	12	Experimental	5	JavaScript
27	RobertJGabriel/profanity Profanity rates and reviews text, to see if its suitable. Enter a word and...	11	Experimental	3	JavaScript
28	eddydecena/toxicity-detection Toxicity detection in a conversation or phases.	11	Experimental	—	JavaScript
29	AnuS2003/Toxic_Comment_Classification Detects whether a comment is toxic or not	11	Experimental	—	Jupyter Notebook
30	abdullah-younnis/Binary-Classification-Toxic-Comments Binary Classification of Toxic Comments: This repository contains code and...	11	Experimental	—	—
31	dkhd/non-toxic A toxic comment detection API	11	Experimental	—	JavaScript
32	ezhilezhil/Toxic-Command-Detection Toxic command detection refers to the process of identifying harmful or...	11	Experimental	—	Jupyter Notebook
33	amandeep25/Neutralize-the-toxin Artificial Intelligence Project on Toxic comment classification	10	Experimental	2	Jupyter Notebook
34	raj-pulapakura/Comment-Toxicity-Checker Comment toxicity classification model, with a neat website interface!	10	Experimental	2	TypeScript
35	EngJay/Wikimedia-Toxicity-Text-Classification An academic project exploring the use of convolutional neural networks with...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

DeTox and toxic-comment-detector (33 vs 29) Toxic-Comment-Classifier and toxic-comment-classification (34 vs 22) Toxic-Comment-Classifier and Toxic_Comments_Project (34 vs 29)