What are some tips for using Numba effectively?
An example of an AI chatbot conversation about optimizing code with Numba.
What are some tips for using Numba effectively?
To use Numba effectively, start by identifying the bottlenecks in your code that can benefit from JIT compilation.
Can you give me an example of a function that would benefit from Numba?
Sure! A function that performs heavy numerical computations in a loop, like matrix multiplication, is a great candidate.
How do I install Numba?
You can install Numba using pip: just run pip install numba in your terminal.
Are there any limitations I should be aware of?
Yes, Numba works best with NumPy arrays and has limitations with certain Python features like dynamic typing.
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