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web-flowGenerators as Data and logp rescaling (#1684) * Added mode argument to several step methods and advi to allow mode setting (e.g. nanguardmode) for Theano functions * Created Generator Op with simple Test * added ndim test * updated test * updated test, added test value check * added test for replacing generator with shared variable * added shortcut for generator op * refactored test * added population kwarg (no tests yet) * added population kwarg for free var(autoencoder case) * Revert "Added mode argument to several step methods and advi to allow mode setting (e.g. nanguardmode) for Theano functions" This reverts commit 6bdb53a06. * add docstring to generator Op * rename population -> total_size * update docstrings in model * fix typo in `as_tensor` function * add test for density rescaling * add test for density with generators * fix python2 error with generators * test nan produced instead of error when generator is exhausted * Setting new generator is now available * Refactor test * Refactor assertions * fix typo * refactor casting to DataGenerator * make pickling potentially possible * refactor logp scaling * better resolving generator types with python2 and python3
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