Looking over the collection of known derivatives etc. should that section have a header and a little, "Hey these are some common cases if you want to use these."?
It might also be nice to format them as a list
[Operation]:
- Derivative:
- Adjoint:
- Tangent:
There's also a few matrix algebra ops I can write here if you want them.