NumPy MinMax

numpy-minmax is a fast Python library designed to efficiently find both the minimum and maximum values within a NumPy array. It achieves significant speedups (roughly 2.3x faster than calling `numpy.amin` and `numpy.amax` separately) by leveraging C implementations and SIMD instructions (AVX/AVX512). The library is actively maintained with frequent releases, with version 0.5.0 being the latest stable release as of June 2025.