blei-lab / edward / 4729

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Add automated transformations to all inference (#761)

* automatically transform all variables in Inference

* add test

* support MAP over constrained vs unconstrained

* require pointmass approximations during MAP to be constrained

* minor changes

* support Monte Carlo algs over constrained vs unconstrained

* update ed.transform error

* support Laplace; fix batch vs event shape in default approx

* for consistency, delete dict copy after usage

* store transformations in explicit dictionary

* fix tests

* use self.transformations to get transformed dists

72 of 72 new or added lines in 10 files covered. (100.0%)

2802 of 3151 relevant lines covered (88.92%)

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