$ sudo apt-get update
$ sudo apt-get install deluge-gtk 

deluge-gtk is installed in your system.

Make ensure the deluge-gtk package were installed using the commands given below,

$ sudo dpkg-query -l | grep deluge-gtk *

You will get with deluge-gtk package name, version, architecture and description in a table

deluge-gtk package basic information: