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Adding the necessary steps to export as ONNX with static shapes#1

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EstebanSiravegnaMendix wants to merge 2 commits intomainfrom
static_dimensions
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Adding the necessary steps to export as ONNX with static shapes#1
EstebanSiravegnaMendix wants to merge 2 commits intomainfrom
static_dimensions

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@EstebanSiravegnaMendix
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This MR adds the capability to export with fixed dimensions the trained model into a ONNX file, both with code in the model iteslf and as an example in jupyter notebook. Also a bit of refactoring and cleaning.

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