See my repository below, it’s just plain python that will work in any 3.x version as far as I know, and requires no extra installs (uses only the base python libraries, all you need is python installed).

It’s a simple feed forward network, but hopefully it can shed light on how the forward and backward pass works.

https://github.com/sean-gribben/pynet