Web Reference: This tutorial teaches you how to use the where () function to select elements from your NumPy arrays based on a condition. You'll learn how to perform various operations on those elements and even replace them with elements from a separate array or arrays. Writing the conditions as a string expression and evaluating it using eval() is another method to evaluate the condition and assign values to the column using numpy.where(). Jan 22, 2024 · In this tutorial, we’ll explore various ways to use conditional statements with NumPy arrays. From basic boolean indexing to the more advanced np.where functionality, we will cover it all with examples.
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