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houseprice_prediction_entry's Introduction

House Price Prediction Kaggle Competition Entry

This is a quick weekend try of the house price prediction competition on kaggle

Installation

I have used a whole load of libraries to get this repo going, plus the SQL Alchemy ORM to create a DB table to query and a google maps api heatmap animation

To install and prepare environment run

mkdir house_price_prediction
git clone {get git address from above}
virtualenv house_price_prediction

cd house_price_prediction
source bin/activate
pip install -r requirements.txt

Credentials

In the first cell, after the imports you will see some creds that need filling.

  1. db_name - The db name of a postgres db that you have read write access to
  2. db_host The host of the postgres db
  3. db_username The username with read write access to the db
  4. db_password The password for the above user
  5. gmaps.configure(api_key="") This is a google maps API key (See https://developers.google.com/maps/documentation/javascript/get-api-key)

Run it

jupyter nbextension enable --py gmaps
jupyter notebook

and you are good to go!!

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