Kev tso tawm ntawm Python lub tsev qiv ntawv rau kev tshawb fawb suav NumPy 1.21 yog muaj, tsom mus rau kev ua haujlwm nrog ntau qhov sib txawv thiab cov matrices, thiab tseem muab cov kev sau loj ntawm kev ua haujlwm nrog kev siv ntau yam algorithms ntsig txog kev siv matrices. NumPy yog ib lub tsev qiv ntawv nrov tshaj plaws siv rau kev suav lej. Txoj haujlwm code yog sau rau hauv Python siv optimizations hauv C thiab muab faib raws li BSD daim ntawv tso cai.
Hauv qhov tshiab version:
- Txuas ntxiv ua haujlwm ntawm kev ua kom zoo dua qub thiab cov platforms siv SIMD vector cov lus qhia.
- Thawj qhov kev siv ntawm ib qho kev tsim kho tshiab rau cov chav kawm dtype thiab hom casting yog npaj.
- Universal (rau x86_64 thiab arm64 architectures) NumPy lub log pob rau Python 3.8 thiab Python 3.9 ntawm macOS platform tau thov.
- Txhim kho annotations hauv cov cai.
- Ntxiv me ntsis generator PCG64DXSM rau random tooj.
Tau qhov twg los: opennet.ru