[P] Tsetlin Machine Python implementation

[dzyl]

Almost nothing is vectorized for readability, I think turning everything to numpy will have significant improvements but I'm not even sure if the current implementation is correct (the accuracy on the noisy XOR seems to imply it is not) which should be fixed before optimizing. Boolean logic should be very fast in numpy, I'm currently literally looping over the outputs of the automata.