Extract posterior distribution information

[akgopan]

How would we extract the posterior distribution information from a theano.tensor.var.TensorVariable to numpy arrays?
Current method makes it hard to utilize this information to be part of a bigger code where you might want to use the posterior distribution (or say just the mean and HPD bounds?).

[ericmjl]

@akgopan the you would want to use the posterior trace object, which contain draws from the posterior. I have done this by using draws from the posterior in agent-based simulations at work.