I find easier to check available versions with
sudo apt-cache policy docker-engine
and then install the one you want:
sudo apt-get install docker-engine=1.7.1-0~trusty
It consists on simply following the instructions from docker docs https://docs.docker.com/engine/installation/ubuntulinux/, but selecting a particular version