property-ml

Different machine learning algorithms used for property valuation

Models used:

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.gitignore		.gitignore
LightGBM.ipynb		LightGBM.ipynb
README.md		README.md
combined.ipynb		combined.ipynb
knn.ipynb		knn.ipynb
knn2.ipynb		knn2.ipynb
linear-regression.ipynb		linear-regression.ipynb
neural-network.ipynb		neural-network.ipynb
normalize_shap.py		normalize_shap.py
normalized_shap_scores.json		normalized_shap_scores.json
performance_scores.json		performance_scores.json
preprocessing.ipynb		preprocessing.ipynb
random-forest.ipynb		random-forest.ipynb
regularized-regression.ipynb		regularized-regression.ipynb
requirements.txt		requirements.txt
shap_scores.json		shap_scores.json
sparsity.ipynb		sparsity.ipynb
xgboost.ipynb		xgboost.ipynb

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