Building and Urban Data Science (BUDS) Group
Building and Urban Data Science (BUDS) Group
the-building-data-genome-project
A collection of non-residential buildings for performance analysis and algorithm benchmarking
building-data-genome-project-2
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
ashrae-great-energy-predictor-3-solution-analysis
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
building-prediction-benchmarking
An array of open source ML models applied to long-term hourly energy prediction for institutional buildings
data-science-for-construction-edx-course-notebooks
Jupyter/Colab Notebooks for Data Science for Construction, Architecture and Engineering
google-trends-for-buildings
Data and Code for the Paper "Using Google Trends to Predict Building Energy"
python-for-building-analysts
Jupyter notebook tutorials to teach scripting to building performance analysis experts
temporal-features-for-nonres-buildings-library
Jupyter notebooks for the Energy and Buildings Publication