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Housing Prediction Kaggle competition https://www.kaggle.com/c/house-prices-advanced-regression-techniques

Jupyter Notebook 99.82% Python 0.18%
housing-prices notebook linear-model

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housing_price's Issues

Linear Model Research

  • Figure out the categorical and numerical features handling for linear model

  • Explore the different types of linear model

  • Figure out the visualization methods for linear model

Building Data Pipeline for learning

  • Implement an overall statistic explore class

  • Write a wrapper for visualizations

  • Handle missing values for different situations

  • Write a Stacking ensemble for models

  • Add functions for feature importance

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