Find Index Of Value In Numpy Array
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Find Index Of Value In Numpy Array
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You can use the following methods to find the index position of specific values in a NumPy array Method 1 Find All Index Positions of Value np where x value Method 2 Find First Index Position of Value np where x value 0 0 Method 3 Find First Index Position of Several Values If all the arrays are 1-D, where is equivalent to: [xv if c else yv for c, xv, yv in zip(condition, x, y)] Examples. >>> a = np.arange(10) >>> a array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]) >>> np.where(a < 5, a, 10*a) array([ 0, 1, 2, 3, 4, 50, 60, 70, 80, 90]) This can be used on multidimensional arrays too:
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Find Index Of Value In Numpy Arrayimport numpy as np print("*** Find the index of an element in 1D Numpy Array ***") # Create a numpy array from a list of numbers arr = np.array([11, 12, 13, 14, 15, 16, 17, 15, 11, 12, 14, 15, 16, 17]) # Get the index of elements with value 15 result = np.where(arr == 15) print('Tuple of arrays returned : ', result) print("Elements with value . In this article we are going to find the index of the elements present in a Numpy array Using where Method where method is used to specify the index of a particular element specified in the condition Syntax numpy where condition x y Example 1 Get index positions of a given value
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