Numba: Faster numerical code in Python made simple

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Architecture, Information Technology (IT), Other
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University
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Hard
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5 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is Numba and how does it improve Python's performance?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain the tradeoff between using Python and languages like C or FORTRAN for mathematical operations.
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the process of how Numba compiles Python functions to machine code.
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the benefits of using the JIT decorator in Numba?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
How does Numba handle code that cannot be optimized for speed?
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