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MindGuardAI
hasanmustafa0503/MindGuardAI
MindGuardAI is a text classification model from hasanmustafa0503. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This repository contains an AI-powered chatbot designed to assist users by analyzing their text input for sentiment and mental health disorders, and providing personalized recommendations based on AI predictions and e…
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Public
Updated Apr 17, 2025
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.bin978 MB · 50%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Access
- Public
- Created
- Apr 17, 2025
- Updated
- Apr 17, 2025
- SHA
- cd434933
Try a prompt
Model card
From the Hugging Face model README
🧠 Mental Health Chatbot
This repository contains an AI-powered chatbot designed to assist users by analyzing their text input for sentiment and mental health disorders, and providing personalized recommendations based on AI predictions and explanations.
✨ Features
- 💬 Sentiment Analysis: Classifies user input as Positive or Negative.
- 🧠 Disorder Classification: Predicts potential mental health conditions like Anxiety, Depression, etc.
- 🚦 Risk Level Estimation: Assesses the severity of user input (Low, Medium, High).
- 🧭 Personalized Recommendations: Suggests helpful actions based on predictions.
- 🧪 LIME Interpretability: Explains model predictions using LIME.
- 🖥️ Terminal Chat Interface: Human-like, emoji-enhanced chatbot interaction in the terminal.
✅ Requirements
- Python 3.7+
- PyTorch
- Hugging Face Transformers
- LIME
- Scikit-learn
📦 Installation
- Clone the repository:
git clone https://huggingface.co/username/MentalHealthChatbot
cd MentalHealthChatbot
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Created
- Apr 17, 2025
- Updated
- Apr 17, 2025