DOC NUTS requires covariance matrix, so square the standard-deviations from ADVI. Closes #1448.
DOC NUTS requires covariance matrix, so square the standard-deviations from ADVI. Closes #1448.

wanderer2/pymc3,wanderer2/pymc3