Beast code in Giters

IDEAS-lab's repositories

epwshiftr

Create future EnergyPlus Weather files using CMIP6 data

Language:RNOASSERTION29 4 49

data-science-bldg-energy-efficiency

Language:Jupyter NotebookMIT13 4 1

Data and code for Jia and Chong (2020): Hongyuan Jia and Adrian Chong (2020). eplusr: A framework for integrating building energy simulation and data-driven analytics. (Accepted in Energy and Buildings).

NOASSERTION6 2 5

SIMAUD2020-3tier-platform

Language:TeX600

reproducing-building-simulation

An example of reproducible building energy model calibration

Language:HTMLMIT4 3 2

microclimate-dl-predict

Language:Jupyter NotebookMIT300

vizpro

Language:JavaScriptMIT3 30

calibrating-building-simulation-review

Language:TeXMIT200

gbEplus

Open source gbXML to EnergyPlus convertor

Language:RoffMIT2 10

lab-website

website for ideas lab

Language:HTMLMIT2 4 3

r4bes

Open-source book introducing the application of building science to building energy simulation with R

Language:R208

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

MIT2 10

bc-stan

Bayesian calibration of Building Energy Models using Stan modeling language

Language:RMIT1 10

eplusr

A Toolkit for Using EnergyPlus in R.

Language:RNOASSERTION1 10

high-resolution_load_profiling

Language:Jupyter NotebookMIT1 10

robod

This repository contains the data files and relevant analysis code for ROBOD, Room-level Occupancy and Building Operation Dataset.

Language:Jupyter Notebook1 10

single-and-multiple-output-Bayesian-calibration

For MOBC paper

Language:PythonMIT100

aws-raspberrypi-sensing

This repository contains the source code for extracting raspberry pi motion and distance sensor data and uploading them to AWS DynamoDB.

Language:Python000

deep-occupancy-detection

This repository contains the source code for the feature selection algorithm and deep learning models (DNN, GRU, bi-GRU, LSTM, bi-LSTM) implemented for occupancy prediction across multiple space types based on a minimum sensing approach.

Language:Jupyter Notebook030