I second that R is nice to have, but not needed. I’ve been doing science in Python for a decade without ever needing R. For powerful GPU viz, have you consider

I second that R is nice to have, but not needed. I’ve been doing science in Python for a decade without ever needing R. For powerful GPU viz, have you considered vispy? Four authors of four independent Python science visualization libs got together to build it.