How do I filter sets in Python using NumPy?

In Python, you can use NumPy to filter sets effectively. By using NumPy arrays, you can take advantage of powerful mathematical and logical operations to filter data based on certain conditions.

Example of Filtering Sets using NumPy

Here’s a simple example demonstrating how to filter a NumPy array to include only elements that meet a specific condition:


        import numpy as np

        # Create a NumPy array
        data = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9, 10])

        # Filter to get only even numbers
        filtered_data = data[data % 2 == 0]

        print(filtered_data)  # Output: [ 2  4  6  8 10]