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kaggle_team_kernels

Kernels for team collaboration.

House Prices: Advanced Regression Techniques

Kaggle competition

Description

Competition Description

Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad. But this playground competition's dataset proves that much more influences price negotiations than the number of bedrooms or a white-picket fence.

With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home.

How to run

  1. Clone repo to disk

  2. Start jupyter

    2.1 As a variant it is possible to run docker container

    docker run -d -p 8888:8888 -v ~/Documents/ML_Kaggle/kaggle_team_kernels:/opt playniuniu/jupyter-pandas
    

    -v will map your local folder to container folder(/opt)

    2.2 Run jupyter web page http://127.0.0.1:8888

    2.3 Run notebook House_Prices_Advanced_Regression_Techniques.ipynb