Sometimes you download something and install it from source, and then you realize you need to uninstall it for whatever reason. First you need cd into the installation directroy, re-install with the --record option, and then use xargs to remove everything [1].

python setup.py install --record files.txt
cat files.txt | xargs rm -rf