To add new functionality that adds a new dependency, you should create a new package that users will access through RAIL's common API.
Create a new github repository using the
RAIL-project-template.
This template makes use of copier to create a new repository that will use the rail namespace.
The README for that project contains a few more steps you should take on your
repository to include the same best practices across all rail packages.
Wrap your algorithm in rail stages, using the documentation in :ref:`Adding a new Rail Stage` as a guide.
Once you have created a new package that is released through pypi
(don't worry - this packaging is included in the template), you should create a PR against the rail
package to add your package as a dependency. Include your new package name in
the rail packages config.
TODO: add demo then continue to adding a new rail stage section above