This is wicked! I am trying to get it to work and am frantically fixing
tabs and spaces... but isn't line 50:

self._all_states |= set(key[i] for key in probabilities)

an error? isn't it supposed to be:

self._all_states != set(key[i] for key in probabilities)

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