$ sudo apt-get update
$ sudo apt-get install python-decorator 

python-decorator is installed in your system.

Make ensure the python-decorator package were installed using the commands given below,

$ sudo dpkg-query -l | grep python-decorator *

You will get with python-decorator package name, version, architecture and description in a table

python-decorator package basic information: