Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python ...
I built the numpy from source using the intel compilers on a compute cluster CC=icx CXX=icpx CFLAGS='-fveclib=none' python vendored-meson/meson/meson.py setup build ...
These are my go-to libraries for Python data crunching.