adaptive-numpy

PyPI

NumPy adattivo che si ottimizza automaticamente per il tuo hardware

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Direct dependencies5From release 0.1.0

Last observed20 Oct, 19:07 UTC

README

Version 0.1.0 documentation

AdaptiveNumPy is an intelligent wrapper over NumPy that automatically optimizes numerical computations for your specific hardware.

Automatic Hardware Detection: Identifies CPU, cores, and SIMD instructions (SSE4a, AVX2, AVX512)
Kernel Fusion: Merges multiple operations into a single, faster kernel
Automatic Parallelization: Uses all available cores but leaves 1 free for system responsiveness
Intelligent Memory Management: Automatically spills data to SSD when RAM is full
Pattern Learning: Learns from usage patterns to optimize repeated operations
Smart Float32: Uses faster Float32 precision when accuracy is not at risk

pip install adaptive-numpy

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Version	Published	Direct dependencies	Open version
0.1.0	14 Jul 2026	5

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