Kaggle Competition Past Winner Solutions

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We learn more from code, and from great code. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. I will post solutions I came upon so we can all learn to become better!

I collected the following source code and interesting discussions from the Kaggle held competitions for learning purposes. Not all competitions are listed because I am only manually collecting them, also some competitions are not listed due to no one sharing. I will add more as time goes by. Thank you.

 

Prudential Life Insurance Assessment [Mon 23 Nov 2015– Mon 15 Feb 2016]
Rossmann Store Sales [Wed 30 Sep 2015– Mon 14 Dec 2015]
Airbnb New User Bookings [Wed 25 Nov 2015– Thu 11 Feb 2016]

 

Walmart Recruiting: Trip Type Classification [Mon 26 Oct 2015– Sun 27 Dec 2015 ]

 

Algorithmic Trading Challenge

Allstate Purchase Prediction Challenge

Amazon.com – Employee Access Challenge

AMS 2013-2014 Solar Energy Prediction Contest

Belkin Energy Disaggregation Competition

Challenges in Representation Learning: Facial Expression Recognition Challenge

Challenges in Representation Learning: The Black Box Learning Challenge

Challenges in Representation Learning: Multi-modal Learning

Detecting Insults in Social Commentary

EMI Music Data Science Hackathon

Galaxy Zoo – The Galaxy Challenge

Global Energy Forecasting Competition 2012 – Wind Forecasting

KDD Cup 2013 – Author-Paper Identification Challenge (Track 1)

KDD Cup 2013 – Author Disambiguation Challenge (Track 2)

Large Scale Hierarchical Text Classification

Loan Default Prediction – Imperial College London

Merck Molecular Activity Challenge

MLSP 2013 Bird Classification Challenge

Observing the Dark World

PAKDD 2014 – ASUS Malfunctional Components Prediction

Personalize Expedia Hotel Searches – ICDM 2013

Predicting a Biological Response

Predicting Closed Questions on Stack Overflow

See Click Predict Fix

See Click Predict Fix – Hackathon

StumbleUpon Evergreen Classification Challenge

The Analytics Edge (15.071x)

The Marinexplore and Cornell University Whale Detection Challenge

Walmart Recruiting – Store Sales Forecasting

Source: http://www.chioka.in/kaggle-competition-solutions/

 

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