Repositories list

• recommender-sys-for-buildings-textmining-review

  Public
  Jupyter Notebook

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  MIT License

  •0•1•0•0•Updated Oct 1, 2024Oct 1, 2024

• calma-esse-heat-stress-public

  Public
  Private repository for the Cozie-Apple deployment leady be Ben

  Jupyter Notebook

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  MIT License

  •1•0•0•0•Updated Sep 21, 2024Sep 21, 2024

• google-trends-for-buildings

  Public
  Data and Code for the Paper "Using Google Trends to Predict Building Energy"

  Jupyter Notebook

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  Other

  •0•18•0•0•Updated Jul 21, 2024Jul 21, 2024

• energy-diffusion

  Public
  Jupyter Notebook

  •1•11•0•0•Updated Jul 21, 2024Jul 21, 2024

• Filling-time-series-gaps-using-image-techniques

  Public
  Jupyter Notebook

  •0•2•1•0•Updated Jul 21, 2024Jul 21, 2024

• building-data-directory

  Public
  Python

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  MIT License

  •2•8•0•1•Updated May 17, 2024May 17, 2024

• buds-lab.github.io

  Public
  BUDS Lab Website

  pythondata-scienceresearch+ 5jupyter-notebookbuilding-automationbuilding-smartsingaporebuds-lab

  SCSS

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  MIT License

  •2•15•1•0•Updated May 15, 2024May 15, 2024

• osk-orenth-usk-jitai-buildingandenv-journal-paper-PUBLIC

  Public
  Private repository for the paper titled 'Nudging comfort in the built environment: Using smartwatch-based Just-in-time Adaptive Interventions (JITAI) for mitigating urban-scale heat and noise'

  MIT License

  •1•1•0•1•Updated Apr 24, 2024Apr 24, 2024

• sgan_energy_meters

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Nov 13, 2023Nov 13, 2023

• project-iris-dataset

  Public
  Jupyter Notebook

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  MIT License

  •1•2•0•0•Updated Oct 31, 2023Oct 31, 2023

• building-data-genome-project-2

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

  open-sourceopen-datasmart-meter+ 8energy-consumptionelectricity-consumptionenergy-efficiencybuilding-automationelectricity-metersmart-cityopen-data-science+ 1

  Jupyter Notebook

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  Other

  •72•188•4•0•Updated Oct 14, 2023Oct 14, 2023

• humans-as-a-sensor-for-buildings

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

  fitbitnoiselighting+ 2thermal-comfortopen-office-space

  Jupyter Notebook

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  MIT License

  •3•10•1•3•Updated Jul 6, 2023Jul 6, 2023

• occupant-interactions-workspaces

  Public
  Pilot data on identifying and contextualising occupant interactions within hybrid workspaces

  Jupyter Notebook

  •0•0•0•0•Updated May 30, 2023May 30, 2023

• aldiplusplus

  Public
  This repository is the official implementation of ALDI++: Automatic and parameter-less discorddetection for daily load energy profiles

  Jupyter Notebook

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  MIT License

  •0•6•0•0•Updated May 29, 2023May 29, 2023

• elastic-buildings

  Public
  Jupyter Notebook

  •1•4•0•0•Updated Dec 15, 2022Dec 15, 2022

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

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

  kagglekaggle-competitionenergy-data+ 6energy-consumptionbuilding-energyashrae-energy-predictionbuilding-energy-forecastingashraerank-solution

  Jupyter Notebook

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  MIT License

  •33•76•0•61•Updated Dec 8, 2022Dec 8, 2022

• psychrometric-chart-makeover

  Public
  Adding more dimension to the psychrometric chart

  Python

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  MIT License

  •1•8•4•5•Updated Dec 8, 2022Dec 8, 2022

• ccm

  Public
  This repository is the official implementation of Cohort comfort models - Using occupants’ similarity to predict personal thermal preference with less data

  Jupyter Notebook

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  MIT License

  •0•5•0•0•Updated Nov 28, 2022Nov 28, 2022

• ComfortLearn

  Public
  This repository is the official implementation of ComfortLearn: Enabling agent-based occupant-centric building controls

  Jupyter Notebook

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  MIT License

  •2•7•0•0•Updated Nov 28, 2022Nov 28, 2022

• generative-methods-for-human-comfort

  Public
  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

  •2•3•0•1•Updated Nov 26, 2022Nov 26, 2022

• buildsys22-energy-forecasting-tutorial

  Public
  Jupyter Notebook

  •0•5•0•0•Updated Nov 11, 2022Nov 11, 2022

• LEAD-1st-solution

  Public
  1st winning solution in Large-scale Energy Anomaly Detection (LEAD) competition

  Jupyter Notebook

  •0•9•0•0•Updated Nov 11, 2022Nov 11, 2022

• data-driven-greenmark

  Public
  Dataset on Singapore's Green Mark Buildings

  Jupyter Notebook

  •0•4•0•0•Updated Nov 10, 2022Nov 10, 2022

• ema-for-occupant-wellness-and-privacy

  Public
  Cozie deployment for Indoor Air 2022 Paper on Occupant Wellness and Privacy

  HTML

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  MIT License

  •0•2•0•0•Updated Aug 17, 2022Aug 17, 2022

• annex79-2022-sg

  Public
  Annex79 website

  HTML

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  GNU General Public License v3.0

  •203•0•0•0•Updated May 12, 2022May 12, 2022

• abm-demo

  Public
  OpenAI workshop for occupant-centric applications

  Jupyter Notebook

  •0•1•0•0•Updated Mar 24, 2022Mar 24, 2022

• cisbat-learning-trail-paper

  Public
  CISBAT Learning Trail Publication 2019 - Latex Assets, Graphics, and Data

  Jupyter Notebook

  •0•0•0•0•Updated Mar 16, 2022Mar 16, 2022

• comfortGAN

  Public
  This repository is the official implementation of Balancing thermal comfort datasets: We GAN, but should we?

  Jupyter Notebook

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  MIT License

  •2•7•0•0•Updated Mar 15, 2022Mar 15, 2022

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

  Public
  Analysis of the Time Series Residuals of the Great Energy Predictor III competition

  Jupyter Notebook

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  MIT License

  •0•3•0•0•Updated Feb 8, 2022Feb 8, 2022

• longitudinal-personal-thermal-comfort

  Public
  Official repository for Dataset: Longitudinal personal thermal comfort preference data in the wild

  Jupyter Notebook

  •1•6•0•0•Updated Nov 24, 2021Nov 24, 2021