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 10 stack overflow tag prediction tools tracked. The highest-rated is koukou10/Tags_recommender at 33/100 with 8 stars.

Get all 10 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
1 koukou10/Tags_recommender

Developing a tag recommendation system for StackOverflow
33
Emerging
2 Atquiya-Labiba/MultiLabel-Data-Science-Tags-Classifier

Tag Classification for Data Science Questions
32
Emerging
3 erYash15/StackOverflow-Tag-Prediction

Each question has 1-5 tags that help users to ask a question to a particular...
22
Experimental
4 boyleerock/Trend-Identification-on-Stack-Overflow

This project and its application make it convenient for the users to explore...
21
Experimental
5 Ankit152/StackOverflow-Tag-Prediction

A machine learning model that predicts tags for a given question and body.
19
Experimental
6 subh888999/Stackoverflow-tag-predtiction

A machine learning-powered Streamlit app that predicts relevant Stack...
18
Experimental
7 pushpendra-co-in/Stackoverflow-Tag-Predictor

This is a web-based application in which we are solving a Multilabel...
17
Experimental
8 mominurr/StackOverflow-Tag-Recommendation-AI-Model

An AI Model that automatically recommendation relevant tags for...
15
Experimental
9 CDCapobianco/Stack-Overflow-Questions-Tag-Prediction

A questions tag predictor based on the StackSample dataset
10
Experimental
10 partoftheorigin/multilabel-classification-stack-overflow

Predict tags for posts from StackOverflow with multilabel classification approach.
10
Experimental