[D] PyTorch 2.0 Announcement

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Deep Learning neural-network Autograd GPU Numpy

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  • semver

    Semantic Versioning Specification

    • I personally like semver a lot, so the only thing I don't like about this announcement is that they bumped the major version to 2.0 even though there is full backwards compatibility.

  • dex-lang

    Research language for array processing in the Haskell/ML family

    • Have you tried Dex? https://github.com/google-research/dex-lang It is in a relatively early stage, but it is exploring some interesting parts of the design space.

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  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    • Is it really, though? Even every minor version increment 1.x introduces backward incompatible changes: https://github.com/pytorch/pytorch/releases

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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