Make Python 1000x Faster With One Line 🐍 ⏩ (Numba Tutorial)

Numba can speed up your python code 1000x with just a single line of code using a JIT compiler used to optimize simple functions in python by compiling functions into machine code.

#python #python3 #programming

[StanislavBober]

You can use @njit(cache=True) to avoid repeated compilation at each script execution by caching compiled function on ssd or hdd. Also njit can be used without decorator notation, i.e. cf = njit(f).compile('()') will forcibly compile function f and save aquired reference to cf. Here '()' is a signature of function f without arguments and returned value.

[flashtrack]

How would njit work with pyinstaller? would it compaile with the pyintsaller compiler or would it do its own compiling when running the exe?

[vishnukumar]

Thank you so much dear.
Ur explanation is just like a wow..
Respect from India

[ecodersofficial]

Would doing this on server-side to filter SQL queries quickly work and be good?

[jarvalue]

Can i use it before for i in range becoz it gives error @ or def expected

[genclik]

I cant use it in python 3.10? it gives error: "No module named 'numba'

[tedarcher]

What is faster, numba or pypy compiler?

[vhlk]

Err.. that's was actually two lines 🤓

[AB-cdgd]

Does it work on front end like tkinter ??

[MichaelWDietrich]

Ok that was a 3x improvement where you clickbait a 1000x. I think one should avoid this channel from being recommended.