GitHub - jren0/GDS-Final-Project

Gateway Data Science Final Project

Fall 2023

Jarett Ren, Caden Daubach

Predicting site energy usage intensity (site EUI) of buildings.

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
FinalProject.ipynb		FinalProject.ipynb
Kmeans.ipynb		Kmeans.ipynb
README.md		README.md
RandomForestRegressor.ipynb		RandomForestRegressor.ipynb
ann.ipynb		ann.ipynb
combined_commercial_results.csv		combined_commercial_results.csv
combined_residential_results.csv		combined_residential_results.csv
decision_tree.ipynb		decision_tree.ipynb
final_rf_result.ipynb		final_rf_result.ipynb
get_data.py		get_data.py
kmeans_features.ipynb		kmeans_features.ipynb
linear_regression.ipynb		linear_regression.ipynb
main.ipynb		main.ipynb
model_selection.ipynb		model_selection.ipynb
pca.ipynb		pca.ipynb
random_forest.ipynb		random_forest.ipynb
rf_hyperparam_tuning.ipynb		rf_hyperparam_tuning.ipynb
sample_solution.csv		sample_solution.csv
test.csv		test.csv
train.csv		train.csv

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