The major change here was the user guide section; it was completely rewritten. I tried to:
- Write about every algorithm that we have
- Provide some intuitions on how the stuff works
- Provide a copy and paste code snipped.
I'm working these issues #22 (closed), #21 (closed) and #20 (closed) with this PR.