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Upgrade to modern versions of Python and PyTorch #16

@gully

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@gully

This project started 3 years ago and since then Python and particularly PyTorch have come a long way. We should consider updating to more modern versions.

We'll probably have to upgrade to get the best sparse matrix support.

I propose we tag a release for the current code, maybe 0.1.1 or something, so we can revert easily if needed.

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