Kutulutsidwa kwa laibulale ya Python ya sayansi yamakompyuta NumPy 1.22 ikupezeka, ikuyang'ana pakugwira ntchito ndi ma multidimensional arrays ndi matrices, komanso kupereka mndandanda waukulu wa ntchito ndi kukhazikitsidwa kwa ma algorithms osiyanasiyana okhudzana ndi kugwiritsa ntchito matrices. NumPy ndi amodzi mwa malaibulale odziwika kwambiri omwe amagwiritsidwa ntchito powerengera zasayansi. Khodi ya projekitiyo imalembedwa mu Python pogwiritsa ntchito kukhathamiritsa mu C ndipo imagawidwa pansi pa layisensi ya BSD.
Mu mtundu watsopano:
- Ntchito yomaliza yofotokozera zomasulira zamalo akulu.
- Mtundu woyamba wa Array API waperekedwa, wogwirizana ndi muyezo wa Python Array API ndikukhazikitsidwa m'malo osiyana. API yatsopanoyo cholinga chake ndikukonzekera ntchito zokhazikika zogwirira ntchito ndi magulu, zomwe zitha kugwiritsidwanso ntchito potengera malaibulale ena, monga CuPy ndi JAX.
- DPack backend yakhazikitsidwa, kupereka chithandizo cha mtundu wa dzina lomwelo posinthanitsa zomwe zili mumagulu (tensors) pakati pamitundu yosiyanasiyana.
- Njira zingapo zawonjezeredwa ndikukhazikitsa ntchito zokhudzana ndi malingaliro a quantile ndi percentile.
- Onjezani woyang'anira kukumbukira watsopano (numpy-allocator).
- Kupitilira ntchito pakukhathamiritsa magwiridwe antchito ndi nsanja pogwiritsa ntchito malangizo a vector a SIMD.
- Thandizo la Python 3.7 lathetsedwa; Python 3.8-3.10 ikufunika.
Source: opennet.ru