A friend sent me a link to this - nice work, and I happen to be intermittently working on a very similar (and unfortunately similarly named) project - https://github.com/jarfa/ML_from_scratch/. Check my commit history if you suspect me of copying you ;)

I don't think I'll be implementing as many algorithms as you though, I should force myself to work on more projects outside my comfort zone.