If you want to replace elements of a NumPy array based on a condition, use np.where. The code above shows how it works.
np.where
Link to the source code.
array-to-latex: Turn a Numpy Array into Latex
unyt: Manipulate and Convert Units in NumPy Arrays
NumPy.take: Take Elements From an Array
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