Add numa pip install option

[jeromekelleher]

We currently have some numa optimisations that are optionally available. We can make these installable for experts, with libnuma installed.

This would probably go with a no-binary install to make sure the code is optimised compiled for the local machine. Would look something like

pip install tsinfer[numa] --no-binary