Bike Sharing System - Washington DC

About the data and what to do...

Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through these systems, user is able to easily rent a bike from a particular position and return back to another position. Bike-sharing system are meant to rent the bicycle and return to the different place for the bike sharing purpose in Washington DC.

You are provided with rental data spanning for 2 years. You must predict the total count of bikes rented during each hour covered by the test set, using only information available prior to the rental period.