Nvidia Warp: A Python framework for high performance GPU simulation and graphics

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • warp

    A Python framework for high performance GPU simulation and graphics (by NVIDIA)

    I would argue that this isn't "normal open source", though it is indeed not locked behind a login on their website. The license (1) is feels very much proprietary, even if the source code is available.

    (1) https://github.com/NVIDIA/warp/blob/main/LICENSE.md

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  • Numba

    NumPy aware dynamic Python compiler using LLVM

  • pythran

    Ahead of Time compiler for numeric kernels

    > I'm still waiting on a Python project that compiles to pure C

    In case you haven't tried it yet, Pythran is an interesting one to play with: https://pythran.readthedocs.io

    Also, not compiling to C but to native code still would be Mojo: https://www.modular.com/max/mojo

  • SymPy

    A computer algebra system written in pure Python

    From https://news.ycombinator.com/item?id=37686351 :

    >> sympy.utilities.lambdify.lambdify() https://github.com/sympy/sympy/blob/a76b02fcd3a8b7f79b3a88df... :

    >> """Convert a SymPy expression into a function that allows for fast numeric evaluation [e.g. the CPython math module, mpmath, NumPy, SciPy, CuPy, JAX, TensorFlow, SymPy, numexpr,]

  • Nuitka

    Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.12. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.

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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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