ukukhululwa komtapo wezincwadi wePython wekhompiyutha yesayensi , egxile ekusebenzeni ngama-multidimensional arrays kanye namatrices, futhi ihlinzeka ngeqoqo elikhulu lemisebenzi ngokusetshenziswa kwama-algorithms ahlukahlukene ahlobene nokusetshenziswa kukamatikuletsheni. I-NumPy ingenye yemitapo yolwazi esetshenziswa kakhulu ekubalweni kwesayensi. Ikhodi yephrojekthi ibhalwe ngePython kusetshenziswa ukulungiselelwa ku-C kanye ngaphansi kwelayisensi ye-BSD.
I-NumPy 1.19 ayisasekeli i-Python 3.5 futhi isusa ikhodi ukuze isekele i-Python 2 (ungqimba lwe-numpy.compat lushiywe endaweni okwamanje). Izinguqulo ezisekelwayo yiPython 3.6, 3.7 kanye ne-3.8. Ukuthuthukiswa kwemojuli kuqhubekile ukusebenza ngamasampula angahleliwe. Ukusekelwa okuthuthukisiwe kwamaphakheji esondo e-NumPy ekwakhiweni kwe-Aarch64 nalapho usebenzisa ukuqaliswa kwePython . ukusebenza numpy.frompyfunc, np.str_, numpy.copy, numpy.linalg.multi_dot, numpy.count_nonzero kanye nenumpy.array_equal. Ukutholwa okuthuthukisiwe kwamandla we-CPU njengosekelo lwe-AVX. Ukuqaliswa okungeziwe okusebenza izikhathi ezingu-5-7 ngokushesha ngokusekelwe ku-AVX512, esetshenziselwa uhlobo lwedatha yokufaka i-np.float64.
Source: opennet.ru