This repository offers a comprehensive tutorial on the implementation of neural radiance fields from scratch using PyTorch. I highly recommend that you begin by reviewing all the theoretical material provided at the outset before proceeding with the tutorial itself. The data can be found here.
Please don't hesitate to get in touch with me via the email address listed in my profile.