Hacker News with Generative AI: NumPy

KlongPy: High-Performance Array Programming in Python (github.com/briangu)
KlongPy is a Python adaptation of the Klong array language, known for its high-performance vectorized operations that leverage the power of NumPy.

Python, Programming Languages, High-Performance Computing, Array Programming, NumPy

128 points by cl3misch 47 days ago | 78 comments

Numpyro: Probabilistic programming with NumPy powered by Jax (github.com/pyro-ppl)
NumPyro is a lightweight probabilistic programming library that provides a NumPy backend for Pyro. We rely on JAX for automatic differentiation and JIT compilation to GPU / CPU. NumPyro is under active development, so beware of brittleness, bugs, and changes to the API as the design evolves.

Probabilistic Programming, Python, Machine Learning, Deep Learning, NumPy

115 points by lnyan 63 days ago | 29 comments

My NumPy year: Creating a DType for the next generation of scientific computing (quansight.com)
From no CPython C API experience to shipping a new DType in NumPy 2.0.

NumPy, Scientific Computing, Python, Programming, Software

96 points by elashri 87 days ago | 15 comments

My NumPy year: Creating a DType for the next generation of scientific computing (quansight.com)
From no CPython C API experience to shipping a new DType in NumPy 2.0.

NumPy, Scientific Computing, Programming, Data Science

85 points by sebg 88 days ago | 9 comments

CuPy: NumPy and SciPy for GPU (github.com/cupy)
CuPy is a NumPy/SciPy-compatible array library for GPU-accelerated computing with Python.

GPU Computing, Python, Scientific Computing, NumPy, SciPy

377 points by tanelpoder 120 days ago | 106 comments

Ultra simplified "MNIST" in 60 lines of Python with NumPy (github.com/tonio-m)