$ [sudo -H] pip[3] install virtualenvwrapper
$ mkdir ~/.virtualenvs
export WORKON_HOME=$HOME/.virtualenvs
export PROJECT_HOME=$HOME/[PROJECT_FOLDER]
source /usr/local/bin/virtualenvwrapper.sh
alias mkvenv3='mkvirtualenv --python=/usr/bin/python3 '
alias mkvenv3.1='mkvirtualenv --python=/usr/bin/python3.1 '
alias mkvenv3.2='mkvirtualenv --python=/usr/bin/python3.2 '
alias mkvenv3.3='mkvirtualenv --python=/usr/bin/python3.3 '
alias mkvenv3.4='mkvirtualenv --python=/usr/bin/python3.4 '
Note : python3 should point to the latest python installed, here python3.5 that's why we add aliases for each previous python3 versions.