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This repository contains my research project on machine learning application in meteorology. The project deals with the prediction of 24-hour intensity change and rapid intesification (RI) cases of tropical cyclones.

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Feature_selection.ipynb		Feature_selection.ipynb
Model.ipynb		Model.ipynb
README.md		README.md
SHAP plot.PNG		SHAP plot.PNG
model_interpretation.py		model_interpretation.py

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A Machine Learning Approach for Predicting Rapid Intensification in Tropical Cyclones

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This repository contains my research project on machine learning application in meteorology. The project deals with the prediction of 24-hour intensity change and rapid intesification (RI) cases of tropical cyclones.

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