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→ buds-lab
5 open source projects by buds-lab
[ Open user page on Github ]
1.
The Building Data Genome Project
A collection of non-residential buildings for performance analysis and algorithm benchmarking
✭ 117
jupyter-notebook
open-data
feature-extraction
feature-engineering
2.
ashrae-great-energy-predictor-3-solution-analysis
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
✭ 44
Jupyter Notebook
python
kaggle
kaggle-competition
energy-data
energy-consumption
ashrae
building-energy
ashrae-energy-prediction
building-energy-forecasting
rank-solution
3.
building-prediction-benchmarking
An array of open source ML models applied to long-term hourly energy prediction for institutional buildings
✭ 22
Jupyter Notebook
TeX
4.
building-data-genome-project-2
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
✭ 112
Jupyter Notebook
open-source
open-data
smart-meter
energy-consumption
electricity-consumption
energy-efficiency
building-automation
electricity-meter
smart-city
open-data-science
building-energy
5.
python-for-building-analysts
Jupyter notebook tutorials to teach scripting to building performance analysis experts
✭ 55
Jupyter Notebook
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5
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