Application distribution is actually the easy use case; just use PyInstaller: https://www.pyinstaller.org

It's often tricky to specify abstract dependencies such that people can use pip to install libraries without having trouble with other packages in their environments, and also quite tricky to provide builds with native code or links to native libraries for different architectures.