$ sudo apt-get update
$ sudo apt-get install pyneighborhood 

pyneighborhood is installed in your system.

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

$ sudo dpkg-query -l | grep pyneighborhood *

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

pyneighborhood package basic information: