Binary downloads for all OS's here.
Mac with brew:
brew install chromedriver
Located at /usr/local/bin/chromedriver
Its common for linux distributions to have downloads in their repositories.
e.g.
Ubuntu: sudo apt-get install chromium-chromedriver
Arch: chromedriver (AUR)