AI Saturdays - Machine Learning Project

A machine learning project to predict whether a hurrycane will be on ground nor not.

Files

• huracanaes_random_forest_f1.ipynb: Jupyter notebook with the Random Forest model.
• transform-hurdat2-data.py: Python script that transforms Hurdat2 original dataset to a csv, ready for importing in the notebook.
• data/caribbean-polygon.json: JSON file with a polygon representing the sea area in the Caribbean Sea.
• data/hurdat2-1851-2018-120319.txt: original dataset from Best Track Data (HURDAT2)
• data/hurdat2-format-nov2019.pdf: information about the data set from Best Track Data (HURDAT2)
• data/hurdat2-formattted.csv: transformed dataset to use with the Jupyter notebook