Michael O'Brien

I've gone ahead and incorporated the last round of feedback on the documentation, as well as some other things I noticed. I wrote the docstrings more carefully, considering that `ScaledDampedNewtonDescent`...

@johannahaffner I was thinking more about our discussion about what scaling update to choose, and how it’s a bit strange to keep around information from the whole history of iterations....