What are some basic operations I can perform with NumPy?
You can perform various operations like array creation, reshaping, mathematical functions, and statistical calculations.
Can you show me how to create a NumPy array?
Sure! You can create a NumPy array using np.array()
. For example: import numpy as np; arr = np.array([1, 2, 3])
.
How do I perform element-wise addition on two arrays?
You can simply use the +
operator. For example, if you have arr1 = np.array([1, 2, 3])
and arr2 = np.array([4, 5, 6])
, then arr1 + arr2
will give you array([5, 7, 9])
.
What about finding the mean of an array?
You can use the np.mean()
function. For example, np.mean(arr)
will return the average of the elements in arr
.
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