Predict the Site EUI, given the characteristics of the building and the weather data for the location of the building.

Overview

wids_datathon_2022

Description:

Contains a data pipeline used to predict energy EUI

Goals:

  • Dataset exploration
  • Automating the parameter fitting, generation, evaluation of statistical models
  • Testing suites for data pipeline to ensure validity of data processing to model input

Features

  • launcher script for data pipeline

More info about the data can found here:

Languages: Python, R

Libraries:

  • pandas
  • scikit-learn

Methods:

TBD

Results:

TBD (Plots, count of results)

Discussion:

TBD

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