Find the latest version of chromedriver
here.
Once downloaded, unzip it at the root of your Python installation, e.g., C:/Program Files/Python-3.5
, and that's it.
You don't even need to specify the path anywhere and/or add chromedriver
to your path or the like.
I just did it on a clean Python installation and that works.