vectorized hmm kernel
changed some debugging things
corrected calculation of beta and created better tests
this version is not working as intented
Refactored methods. They are now clearer
Changed probabilty state matrix B to its transpose.
Everything vectorized.
Need more tests and documentation and more refactoring.
Unit Tests are broken now.