c-rendall / ml_houseprice_iowa

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This repo contain all files needed for the house price prediction machine learning project. 
by Lu, Chase, Patrice, Zack
NYC DSA bootcamp, June 2020

1. scripts/
Contains all scripts for data processing, visualzation, and modeling. 
Please run the scripts in the following order: preprocess1, preprocess2, eda_plots, models

2. raw_data/
Contains orginal data files downloaded from Kaggle: https://www.kaggle.com/c/house-prices-advanced-regression-techniques/overview

3. processed_data/
Contains files processed and needed for modeling

4. output/
Contains csv and plot files as a result of data analysis and modeling

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