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Changes for blog post #109
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This reverts commit 2ca460c.
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Included a few naming updates:
variable_size->num_state,connected_variable_names->variable_name_for_factors.Updates on example notebooks from blog post writing.
Fixed a bug in factor group broadcasting.
Resolves #62. Resolves #66 (with the updated RBM example notebook). Resolves #105.