Predicting the temporal and geographical occurrence of conflicts in Myanmar with two paradigms of spatiotemporal networks.
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Dec 5, 2024 - Jupyter Notebook
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conflict-prediction
Here are 8 public repositories matching this topic...
Quantitative geopolitical risk dashboard tracking Iran-Israel conflict escalation via market signals, GDELT news analytics, and probabilistic portfolio regime guidance.
jupyter-notebook iran gdelt google-colab yfinance conflict-prediction portfolio-risk geopolitical-risk
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Apr 3, 2026 - Jupyter Notebook
This project was conducted for "API 222: Machine Learning and Data Analytics", taught at the Harvard Kennedy School. We created a novel dataset and explored how machine learning can predict the onset of civil conflict.
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Apr 29, 2021 - R
M.Sc. Thesis - Predicting Violent Conflict in Africa - Leveraging Open Geodata and Deep Learning for Spatio-Temporal Event Detection
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Jun 25, 2021 - Shell
Development of An Automated Conflict Prediction System by State Space ARIMA Methods
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May 27, 2023 - Jupyter Notebook
A machine-learning pipeline that fuses real-time signals from military aviation, civic anomalies, geopolitical news sentiment, and global financial markets to output a continuously updated probability of imminent military conflict.
python machine-learning osint sentiment-analysis scikit-learn pandas adsb financial-markets anomaly-detection data-fusion flight-tracking warzone open-source-intelligence probablity national-security conflict-prediction geopolitical-analysis military-intelligence
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Feb 23, 2026 - Python
Final class project for Modeling II: Machine Learning at USF; a graduate course in the Data Science program.
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Apr 17, 2023 - Jupyter Notebook
High-performance conflict prediction engine using information theory. Measures worldview divergence via KL divergence. Rust core with WebAssembly support for browser, edge, and air-gapped deployment. 100x faster than Python.
rust security machine-learning streaming real-time risk-analysis information-theory webassembly wasm defense geopolitics explainable-ai conflict-prediction kl-diverge
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Feb 2, 2026 - Rust
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