/US_Electricity_ML_Modeling

Machine Learning Modeling for Prediction of US Residential Electrical Energy Consumption

Primary LanguageJupyter Notebook

US_Electricity_ML_Modeling

This repo hosts a report on modeling the electrical energy consumption of US residential dwellings using Machine Learning. The data is taken from the 2009 RESIDENTIAL ENERGY CONSUMPTION SURVEY (RECS) available here on US Energy Information Administration website.

Dependencies

If you want to reproduce the report (Analysis.ipynb) on your local, simply run below commands in terminal to create the environment for running the notebook.

conda env create -f environment.yaml
conda activate env