How can I use JIT compilers in Python?

How can I use JIT compilers in Python?

You can use JIT compilers like Numba or PyPy to speed up your Python code. Would you like to know how to install them?

Yes, please explain how to install Numba.

You can install Numba using pip. Just run pip install numba in your terminal. Do you need help with a specific example?

Can you provide a simple example of using Numba?

Sure! Here's a simple example:

from numba import jit

@jit
def sum_array(arr):
    total = 0
    for i in arr:
        total += i
    return total

This will compile the sum_array function to machine code for better performance.

That sounds great! Are there any limitations I should be aware of?

Yes, Numba works best with numerical functions and may not support all Python features. It's good to check the documentation for specifics.