What are the differences between SciPy and NumPy?
SciPy is built on top of NumPy and provides additional functionality for scientific computing, such as optimization and integration.
Can you give me examples of functions that are in SciPy but not in NumPy?
Sure! SciPy includes functions for optimization like scipy.optimize.minimize
, and for integration like scipy.integrate.quad
, which are not available in NumPy.
Is it common to use both libraries together?
Yes, it's very common! NumPy is used for array manipulation, while SciPy builds on that to provide more advanced mathematical functions.
Which library should I use for basic array operations?
For basic array operations, you should use NumPy, as it is specifically designed for that purpose.
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