@buds-lab

Building and Urban Data Science (BUDS) Group

Building and Urban Data Science (BUDS) at the National University of Singapore

  • Adding a third dimension to the psychrometric chart

    MIT Updated Sep 9, 2018
  • A collection of non-residential buildings for performance analysis and algorithm benchmarking

    Jupyter Notebook 31 7 MIT Updated Sep 9, 2018
  • Internet of Buildings Consortium

    CSS MIT Updated May 24, 2018
  • Jupyter notebooks for the Energy and Buildings Publication

    Jupyter Notebook 2 1 MIT Updated Apr 16, 2018
  • Example Dataset from SimAUD 2015 Paper

    HTML 7 1 Updated Feb 19, 2018
  • Data for NUS PF1103 Digital Construction Module

    MIT Updated Feb 17, 2018
  • BUDS Lab Website

    CSS 5 1 MIT Updated Feb 11, 2018
  • 12-752 - Data-Driven Building Energy Management (Fall 2017)

    Jupyter Notebook 17 Updated Dec 18, 2017
  • Jupyter notebook tutorials to teach scripting to building performance analysis experts

    Jupyter Notebook 33 9 Updated Sep 25, 2017
  • An IPython notebook overview of EnerNOC's open dataset

    Jupyter Notebook 4 Updated Sep 18, 2017
  • Simplified Building Simulation Engine

    Python 16 7 Updated Sep 18, 2017
  • Automated daily pattern filtering of measured building performance data

    Jupyter Notebook 3 2 Updated Aug 25, 2017
  • A review of unsupervised statistical learning and visual analytics techniques applied to performance analysis of non-residential buildings

    Jupyter Notebook 2 Updated Aug 9, 2017
  • NUS Data Science Meetup - Data Science Workflow Tutorial in Jupyter

    Jupyter Notebook 4 1 Updated Mar 9, 2017
  • Open source framework for processing, monitoring, and alerting on time series data

    Go 321 Updated Mar 8, 2017
  • Python helpers for building dashboards using Flask and React

    JavaScript 1 235 MIT Updated Jan 21, 2017
  • Tools for working with electricity and gas data from K-12 schools released under CA prop 39

    Jupyter Notebook 1 2 MIT Updated Dec 6, 2016
  • A LaTeX template for NUS Masters/PhD theses

    TeX 1 6 MIT Updated Nov 14, 2015
  • An IPython notebook analysis of the UWC Tampines commercial building dataset

    CSS 5 Updated Dec 8, 2014