Computing responsibilities
Prior for
Gaussian i
In order to adjust the
parameters, we must
first solve the
inference
problem: Which
Gaussian generated
each datapoint, x?
We cannot be sure,
so its a distribution
over all possibilities.
Use Bayes theorem to
get posterior
probabilities
Mixing proportion
Product over all data dimensions