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From NumPy to PyTorch, A Story of API Compatibility


NumPy has grown to be a vital part of the data science workflow for everyone from astrophysicists to zoologists. This talk is about how PyTorch approaches being “NumPy-compatible,” and why the PyTorch community thinks that’s important, why it can be challenging, and why sometimes it’s necessary to be divergent from NumPy’s behavior.


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