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maitry30
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mindsense-bert

Text Classification
Transformers
Safetensors
English
bert
mental-health
nlp
explainable-ai
shap
text-embeddings-inference
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- # 🧠 MindSense-BERT — AI-Powered Mental Health Detection
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  MindSense-BERT is a fine-tuned BERT-based model designed to **classify text into 7 mental health categories** using real-world Reddit data.
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  It combines **state-of-the-art NLP, class imbalance handling, and explainable AI (SHAP)** to create a transparent and practical mental health analysis system.
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+ # 🧠 MindSense-BERT — AI-Powered Mental Health Detection
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+ ![Python](https://img.shields.io/badge/Python-3.10-blue?style=flat-square&logo=python)
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+ ![BERT](https://img.shields.io/badge/Model-BERT-orange?style=flat-square)
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+ ![Accuracy](https://img.shields.io/badge/Accuracy-89%25-green?style=flat-square)
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+ ![Streamlit](https://img.shields.io/badge/UI-Streamlit-red?style=flat-square&logo=streamlit)
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+ ![HuggingFace](https://img.shields.io/badge/HuggingFace-Model-yellow?style=flat-square)
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+ ![License](https://img.shields.io/badge/License-MIT-lightgrey?style=flat-square)
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+ ---
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  MindSense-BERT is a fine-tuned BERT-based model designed to **classify text into 7 mental health categories** using real-world Reddit data.
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  It combines **state-of-the-art NLP, class imbalance handling, and explainable AI (SHAP)** to create a transparent and practical mental health analysis system.
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