Web Reference: Reference object to allow the creation of arrays which are not NumPy arrays. If an array-like passed in as like supports the __array_function__ protocol, the result will be defined by it. Jan 27, 2025 · numpy.eye () is a function in the NumPy library that creates a 2D array with ones on the diagonal and zeros elsewhere. This function is often used to generate identity matrices with ones along the diagonal and zeros in all other positions. Let's understand with the help of an example: eye () Return Value The eye() method returns the resultant array with shape NxM with all elements as 0 except the kth diagonal where all elements are 1.
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