FUZZ-IEEE COMPETITION ON EXPLAINABLE ENERGY PREDICTION

This repository contains the experiments we performed for IEEE CIS Technical Challenge 2021 to compute the monthly energy consumption of 3248 homes, and explain the generated predictions.

Instructions for Execution

Before executing the run_arima_catboost.sh command, make sure to download the below files from: https://drive.google.com/drive/folders/12yNLdFA-PD7QUjCy2kthFWpSac8EU3B4?usp=sharing

Make sure the below files are available at the execution path.

df_train.feather
weekday_mean_season_imputed.csv
df_test.feather
all_temp_boostrap_median.cs

Run "./run_catboost.sh" bash script from the project base directory