README.md

metadata

title: CodeFeel
emoji: 📈
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.43.1
app_file: app.py
pinned: false
short_description: Code Feel

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

GitHub Comment Emotion Detector

Overview

GitHub Comment Emotion Detector is an interactive web application that detects the emotional tone of GitHub comments. Using a fine-tuned transformer model trained on the GitHub Emotion Love dataset, it predicts six emotions:

• Anger
• Love
• Fear
• Joy
• Sadness
• Surprise

This tool is designed to help developers and community managers understand the emotional context of discussions in GitHub repositories.

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Features

• Multi-label Emotion Detection: Detects multiple emotions in a single comment.
• Interactive Web Interface: Enter a comment and get real-time predictions.
• Easy Integration: Can be extended to analyze batches of comments or integrated into GitHub tools.

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Demo

Enter a GitHub comment in the text box and click Submit to see predicted emotions and their confidence scores.

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Installation (Optional for Local Use)

To run locally, clone the repo and install dependencies:

git clone https://huggingface.co/spaces/<your-space-name>
cd <your-space-name>
pip install -r requirements.txt
python app.py