What is Numba compatibility with different Python versions?
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What is Numba compatibility with different Python versions?
Numba is compatible with Python versions 3.6 to 3.10. However, it's best to check the official documentation for updates.
Does Numba work with Jupyter notebooks?
Yes, Numba works well with Jupyter notebooks, allowing you to accelerate your code directly in the notebook.
Are there any specific libraries that Numba is not compatible with?
Numba may have compatibility issues with certain libraries like TensorFlow or PyTorch, especially with their dynamic features.
How can I check if my code is compatible with Numba?
You can use the @jit decorator on your functions and see if Numba compiles them without errors. It's a good test!
What are the performance benefits of using Numba?
Numba can significantly speed up numerical computations by compiling Python functions to machine code at runtime.
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