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Predictive Data Analysis with Python

Solution: Find Min and Max from a 2-D NumPy Array

Understand how to extract minimum and maximum values from each row in a 2D NumPy array. This lesson guides you through using Python and NumPy functions to process arrays effectively, enhancing your foundational skills in data handling.

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Solution

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Python 3.5
def getMinMax(arr):
  
  res = []
  
  for i in range(arr.shape[0]): # Traverse over each row
    
    res.append(arr[i].min()) # Store minimum element in list
    
    res.append(arr[i].max()) # Store maximum element in list
    
  return res
# Test Code
arr = np.random.randint(1,100, size=(5,5))
print("The Original Array:")
print(arr)
res_arr = getMinMax(arr)
print("\nThe Resultnt list with min & max values:")
print(res_arr)

Explanation

A function ...