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I love PyTorch API design
I have to say that adding CUDA acceleration to a studying project https://github.com/kummahiih/pyqbit was a pleasure thanks to PyTorch obvious design principle. Result is here https://github.com/kummahiih/pytorchqbit
Here is my attempt to make module design to look more like Mathlab: https://github.com/kummahiih/python-grapheq-example
The example uses a library with which you can represent domain models as equations: https://github.com/kummahiih/python-domain-equations
The domain model equations have been made with a category equation system, which provides rudimentary simplify and theorem proving functionality: https://github.com/kummahiih/python-category-equations
So What do you think? Is this approach genuine in some way or did someone already do this on the 80's?