Solution Sharing for the Allstate Competition at Kaggle

I participated in the Allstate competition at Kaggle and finished 54th out of 3,055 teams.  I shared my solution in the forum after the competition here:

Congrats for winners and top performers, and thanks for great sharing to all contributors in the forum. It’s always a humbling experience to compete at Kaggle. I learn so much at every competition from a lot of fellow kagglers.

Here I’d like to share my code base and notes for the competition:

My friends and I have been using the framework based on Makefiles for competitions for years now and it has worked great so far.

Introduction to the framework is available on the TalkingData forum:

Our previous code repo for past competitions are also available at:

Hope it’s helpful.

Kaggler. Data Scientist.