Intelligent Environments Laboratory (@intelligent-environments-lab)
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Top repositories

1

CityLearn

Official reinforcement learning environment for demand response and load shaping
Python
463
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2

occupant_centric_grid_interactive_buildings_course

Jupyter Notebook
38
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3

ProfileClustering

Jupyter Notebook
14
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4

CityDNN

Surrogate model using deep neural networks that allows estimating the heating and cooling loads of buildings at the urban scale.
Jupyter Notebook
10
star
5

bevo_iaq

BEVO Beacon with more robust air quality monitoring
Python
5
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6

SBC_course

Jupyter Notebook
5
star
7

DOE_XStock

Jupyter Notebook
4
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8

dashboard

Dashboard showcasing Covid-19 research by the Intelligent Environments Lab at UT Austin
Python
3
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9

scafe

Python
2
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10

bleed-orange-measure-purple

Data and Analysis related to the Bleed Orange, Measure Purple low-cost sensor project on UT's campus
Python
2
star
11

merlin-apen-2023

Jupyter Notebook
2
star
12

occupancy_BT

Jupyter Notebook
2
star
13

IEL_GettingStarted

Guides for various topics to get started with research at IEL
Jupyter Notebook
1
star
14

rlem-workshop.net

RLEM brings together researchers and industry practitioners for the advancement of (deep) reinforcement learning (RL) in the built environment as it is applied for managing energy in civil infrastructure systems (energy, water, transportation).
HTML
1
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15

simbuild-2024-citylearn

Jupyter Notebook
1
star