You can also try Arviz, our next generation plotting library that developing towards the support for pymc3, pystan, pyro, etc. In the future we will actually deprecate plotting in pymc3 and call Arviz directly.
http://arviz-devs.github.io/arviz/notebooks/Introduction.html
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