Stack Overflow Tag Prediction NLP Tools

Tools for predicting, recommending, or classifying tags for Stack Overflow questions using NLP and machine learning. Does NOT include general multi-label classification frameworks, trend analysis tools, or tag systems for other platforms.

There are 8 stack overflow tag prediction tools tracked. The highest-rated is Atquiya-Labiba/MultiLabel-Data-Science-Tags-Classifier at 28/100 with 1 stars.

Get all 8 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=stackoverflow-tag-prediction&limit=20"

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

#	Tool	Score	Tier	Stars	Language
1	Atquiya-Labiba/MultiLabel-Data-Science-Tags-Classifier Tag Classification for Data Science Questions	28	Experimental	1	Jupyter Notebook
2	koukou10/Tags_recommender Developing a tag recommendation system for StackOverflow	26	Experimental	8	Jupyter Notebook
3	erYash15/StackOverflow-Tag-Prediction Each question has 1-5 tags that help users to ask a question to a particular...	15	Experimental	2	Jupyter Notebook
4	mominurr/StackOverflow-Tag-Recommendation-AI-Model An AI Model that automatically recommendation relevant tags for...	15	Experimental	—	Jupyter Notebook
5	boyleerock/Trend-Identification-on-Stack-Overflow This project and its application make it convenient for the users to explore...	14	Experimental	1	Python
6	subh888999/Stackoverflow-tag-predtiction A machine learning-powered Streamlit app that predicts relevant Stack...	12	Experimental	1	Jupyter Notebook
7	Ankit152/StackOverflow-Tag-Prediction A machine learning model that predicts tags for a given question and body.	12	Experimental	3	Jupyter Notebook
8	pushpendra-co-in/Stackoverflow-Tag-Predictor This is a web-based application in which we are solving a Multilabel...	10	Experimental	1	Jupyter Notebook