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---
license: mit
tags:
- sentiment_analysis
- mental_health_disorder
- text-classification
- pytorch
- chatbot
- transformers
---
# 🧠 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
1. **Clone the repository:**
```bash
git clone https://huggingface.co/username/MentalHealthChatbot
cd MentalHealthChatbot |