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* Fixing blei-lab#636 * fix duplicated initialization
* fix gibbs for when data val is tf.Tensor * remove init_const_bindings * add test to verify debug=True works
* add data feed example * added data feed example to wrong branch * adding data feed example * update data feed (batch training) example
…le (blei-lab#658) * set edward rvs similar to autogenerated tf ones * fix logic so ParamMixture has access to sample_shape
…gradients (blei-lab#660) * cast to tensor for methods that explicitly increment grads * add test
…b#627) * make miscellaneous revisions * add all extra_requires to troubleshooting doc * make miscellaneous revisions * fix gibbs description in api docs * remove one_hot=True * add inverse-gamma normal test * add batch training tex; revise notebook * update index
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