Getting rid of optional tag when they are not needed
Hopefully fixing correct ticks for algorithms
Fixing LaTeX method to return latex on str repr
Fixing another wrong tick for enumeration
Have tried to explain matrix vector multiplication although I think its a bit heavy
Trivialities
Adding ;p to output plot