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UBC-MDS / forest-fire-area-prediction

This project aims to predict the burned area of forest fires in the northeast region of Portugal, using meteorological and soil moisture data.
https://ubc-mds.github.io/forest-fire-area-prediction/reports/forest_fire_analysis_report.html
MIT License
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Created a ipython file and script for preprocessing the dataset #23

Closed voremargot closed 2 years ago

voremargot commented 2 years ago

I have fixed my branching structure on my local repo so this is a new pull request with my script and python notebook for the preprocessing steps. Please pull the script and see if you output a a training and test set data file

gauthampughazhendhi commented 2 years ago

@voremargot the code looks good to me, but can also add the pickle files to the processed folder under data. Also, can you remove the for loop by extracting that block into a separate function and using pandas .apply() method in the next PR.

gauthampughazhendhi commented 2 years ago

@hatefr I am proceeding with the merge as I need them for my work. But, kindly let us know your comments.