Added dockerhub docs, centered readme logo

********* PEOPLE *************
Primary reviewer: @suntzu86 

Reviewers:

********* DESCRIPTION **************
Branch Name: sclark_341_docker_docs
Ticket(s)/Issue(s): Closes #341

********* TESTING DONE *************

make -B docs visual