This guide provides steps on how to install Tensorflow and Pytorch on Linux environment (including WSL2 - Windows Subsystem for Linux) with NVIDIA GPU support. Here I focus on Ubuntu 22.04 and WSL2 (Windows 11) but things should work on more/less recent/relevant versions. From what I've checked there are no full consistent guidelines, hopefully this one should clear things up (also serve as a reminder for me).
To install purely on Windows 10/11 (no WSL), I suggest to follow this tutorial.