Building and Urban Data Science (BUDS) Group

Repositories

• ashrae-great-energy-predictor-3-solution-analysis

  Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

  kaggle kaggle-competition energy-data energy-consumption ashrae building-energy ashrae-energy-prediction
  Jupyter Notebook MIT 11 18 0 14 Updated Jan 7, 2021

• cozie-website
  HTML 0 0 0 2 Updated Dec 13, 2020

• diff-transitional-thermal-comfort

  This repository is the official implementation of Differences In Thermal Comfort State Transitional Time Among Comfort Preference Groups
  Jupyter Notebook 0 0 0 0 Updated Oct 31, 2020

• building-data-genome-project-2

  Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

  open-source open-data smart-meter energy-consumption electricity-consumption energy-efficiency building-automation
  Jupyter Notebook MIT 12 34 2 0 Updated Oct 28, 2020

• newsitedemo

  current website demo
  HTML 0 0 0 0 Updated Oct 28, 2020

• comfortGAN

  This repository is the official implementation of Balancing thermal comfort datasets: We GAN, but should we?
  Jupyter Notebook MIT 1 6 0 0 Updated Sep 29, 2020

• website-dev

  A development repo for testing new gh pages before deployment
  HTML 1 0 0 0 Updated Aug 29, 2020

• ashrae-great-energy-predictor-3-overview-analysis

  Paper in Science and Technology for the Built Environment about the GEPIII Competition

  kaggle kaggle-competition smart-meter energy-efficiency ashrae kaggle-challenge building-energy
  Jupyter Notebook GPL-2.0 0 5 1 0 Updated Aug 26, 2020

• humans-as-a-sensor-for-buildings

  Implementation of the Humans-as-a-Sensor for Buildings paper.

  fitbit noise lighting thermal-comfort open-office-space
  Jupyter Notebook MIT 2 3 0 0 Updated Aug 6, 2020

• energystar-plus-plus

  Using Gradient Boosting Trees and Explainable ML for Commericial Building Benchmarking
  HTML MIT 1 2 6 0 Updated Jun 18, 2020

• spacematch-paper

  spacematch paper repo
  TeX MIT 0 0 0 0 Updated Jun 13, 2020

• data-science-for-construction-edx-course-notebooks

  Jupyter/Colab Notebooks for Data Science for Construction, Architecture and Engineering
  Jupyter Notebook 7 7 0 0 Updated May 13, 2020

• temporal-features-for-nonres-buildings-library

  Jupyter notebooks for the Energy and Buildings Publication
  Jupyter Notebook MIT 7 10 0 0 Updated May 11, 2020

• cozie-examples

  Repository of example scripts to interface with the cozie app
  Python MIT 0 0 0 0 Updated Apr 11, 2020

• buds-lab.github.io

  BUDS Lab Website

  python data-science research jupyter-notebook singapore building-automation building-smart
  CSS MIT 2 9 1 0 Updated Mar 23, 2020

• iob

  Internet of Buildings Center
  CSS MIT 0 0 0 0 Updated Dec 18, 2019

• style-guide

  The budslab style guide
  0 2 0 0 Updated Nov 14, 2019

• psychrometric-chart-makeover

  Adding more dimension to the psychrometric chart
  Python MIT 0 5 4 1 Updated Nov 2, 2019

• the-building-data-genome-project

  A collection of non-residential buildings for performance analysis and algorithm benchmarking

  jupyter-notebook open-data feature-extraction smart-meter feature-engineering energy-efficiency temporal-data
  Jupyter Notebook MIT 43 109 3 0 Updated Oct 20, 2019

• generative-methods-for-human-comfort

  Human comfort datasets are widely used for multiple scenarios in smart buildings. From thermal comfort prediction to personalized indoor environments, labelled subjective responses from participants in a experiment are required to feed different machine learning models. However, many of these dataset are small in samples per participants, number…
  Jupyter Notebook 1 1 0 0 Updated Oct 10, 2019

• what-to-wear

  Wearables, in all shape or form, have been widely used in many field in the last years. However, their penetration in the built en- vironment has plateau as data sources and not integrated in the complete control loop. In this paper we revise role of wearables and subjective human responses with a focus on their use for control strategies in sma…
  Jupyter Notebook 0 0 0 0 Updated Aug 11, 2019

• island-of-misfit-buildings

  Detecting mixed-use or primary-space-use outliers using load shape clustering
  Jupyter Notebook MIT 0 1 0 0 Updated Jul 29, 2019

• cisbat-cozie-paper

  LaTex and Data Analysis for Cozie Watchface Paper for CISBAT 2019
  Jupyter Notebook 0 0 0 0 Updated Jul 3, 2019

• cisbat-learning-trail-paper

  CISBAT Learning Trail Publication 2019 - Latex Assets, Graphics, and Data
  Jupyter Notebook 0 0 0 0 Updated Jun 30, 2019

• twenty-years-of-bldgsim-textmining

  Text mining the email repository of the BLDG-SIM list serv
  Jupyter Notebook MIT 0 2 0 0 Updated Jun 29, 2019

• united-world-college-open-data

  An IPython notebook analysis of the UWC Tampines commercial building dataset
  Jupyter Notebook 1 10 0 0 Updated Apr 25, 2019

• iot-for-the-built-environment-review
  0 0 0 0 Updated Apr 21, 2019

• responsive-tachyons-web-template

  Forked from pjayathissa/responsive-tachyons-web-template

  A simple lightweight html template using tachyons-css
  HTML MIT 1 0 0 0 Updated Apr 20, 2019

• building-prediction-benchmarking

  An array of open source ML models applied to long-term hourly energy prediction for institutional buildings
  Jupyter Notebook MIT 1 14 3 0 Updated Apr 19, 2019

• learning-trail-scroller-demo

  Scrollytelling Demo for Learning Trail Stations
  JavaScript MIT 0 1 0 0 Updated Feb 11, 2019