House Prices: Advanced Regression Techniques

Kaggle Challenge

Solution to the Kaggle House Prices challenge.

Run Jupyter Notebook:

jupyter notebook

Navigate to Kaggle House Prices.ipynb and run it.

numpy==1.16.2
pandas==0.24.2
scikit-learn==0.20.3
seaborn==0.9.0
Boruta==0.3

For more, see requirements.txt

This project is licensed under the MIT License - see the LICENSE.md file for details

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data		data
images		images
submissions		submissions
.DS_Store		.DS_Store
Demo - Kaggle House Prices.html		Demo - Kaggle House Prices.html
Demo - Kaggle House Prices.ipynb		Demo - Kaggle House Prices.ipynb
Feature Significance and SHAP analysis.ipynb		Feature Significance and SHAP analysis.ipynb
Kaggle House Prices.ipynb		Kaggle House Prices.ipynb
README.md		README.md
correlation_matrix.png		correlation_matrix.png
file.png		file.png
house-prices-advanced-regression-techniques.zip		house-prices-advanced-regression-techniques.zip
prediction_vs_actual_plot.png		prediction_vs_actual_plot.png
requirements.txt		requirements.txt
sample_submission.csv		sample_submission.csv
submission.csv		submission.csv
tree.dot		tree.dot
tree.png		tree.png
untitled.txt		untitled.txt