Port LKJ example from Pyro (#1065)
Port LKJ example from Pyro (#1065)

* port LKJ example from Pyro

* add code samples in docstring for LKJ and LKJCholesky

* delete LKJ example

* change sample name for correlation matrix from L_omega to corr_mat

* incorporate review comments
pyro-ppl/numpyro