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Hazrat-Ali9 / Suicidal-Ideation-Prediction

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🍑 Suicidal 🍏 Ideation 🍈 Prediction 🍎 is an advanced 🫑 machine 🌽 and deep 🍿learning 🫒 system 🍔 designed 🚞 to identify 🚅 early signs 🚁 of suicidal ✈ ideation 🚀 from 🛸 textual 🚟 behavioral 🚞 data 🚋 mental 🚒 health 🏘 professionals 🏦 by providing ⚽ a data ⚾ driven 🥎 tool that 🏀 detects 🏈 potential 🎮 psychological 🪩 distress 🎳

javascript css html automation prediction ideation suicidal
  • Updated Oct 26, 2025
  • Jupyter Notebook

NM001007 / Suicidal_Ideation_Detection_Using_GAT_and_GCN

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In this project, three different models based on GAT, GCN and SAGE have been implemented to examine their performance on two prominent social networking platforms, namely Twitter and Reddit.

python machine-learning twitter reddit graph machine-learning-algorithms dataset graphical-models datasets preprocessing gcn wordembeddings suicide-prevention suicide-data preprocessing-data suicidal suicidal-detection suicide-notes
  • Updated Jan 24, 2024
  • Python

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