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Update to tensorflow 2.0 #1

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@SrMouraSilva

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@SrMouraSilva

A list of improvements for this implementation. Part of this list has been implemented in https://colab.research.google.com/drive/1FohOZGI4Knw64EJuMgetqFbu0_cTpqRz

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