CodeByPinar/Earthquake_Prediction_Analysis_Project
🌍 Welcome to the Earthquake Prediction Analysis Project! 🚀 This project aims to predict earthquake magnitudes using LSTM neural networks and analyze seismic data. Explore, analyze, and forecast earthquakes with ease! 📈🔮
Implements a multi-layer LSTM regressor trained on historical seismic data including depth and magnitude, evaluated via MSE, RMSE, and MAE metrics. Integrates live earthquake data from the Kandilli Observatory API for real-time monitoring capabilities. Preprocessing includes temporal feature extraction and train-test splitting to optimize sequence-based magnitude prediction.
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35
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7
Language
MATLAB
License
MIT
Category
Last pushed
Mar 28, 2024
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0
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