$ sudo apt-get update
$ sudo apt-get install deluged 

deluged is installed in your system.

Make ensure the deluged package were installed using the commands given below,

$ sudo dpkg-query -l | grep deluged *

You will get with deluged package name, version, architecture and description in a table

deluged package basic information: