Vector In Python Example
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Vector In Python Example
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Let s consider two vectors a and b with dimension n x 1 and m x 1 then the outer product of the vector results in a rectangular matrix of n x m If two vectors have same dimension then the resultant matrix will be a square matrix as shown in the figure Pictorial representation of outer product Below is the Python code Example: Numpy Vectorization to Add Two Arrays Together. import numpy as np # define two 2D arrays array1 = np.array ( [ [1, 2, 3], [4, 5, 6]]) array2 = np.array ( [ [0, 1, 2], [0, 1, 2]]) # add two arrays (vectorization) array_sum = array1 + array2 print("Sum between two arrays:\n", array_sum) Run Code. Output.
Vector In Python ExampleIn the following example, we are given two vectors (x_np and y_np), and two scalars (alpha and beta), we obtain the linear combination alpha*x_np + beta*y_np. x_np = np.array([1,2]) y_np = np.array([3,4]) alpha = 0.5 beta = -0.8 c = alpha*x_np + beta*y_np print(c) Creating a Vector In this example we will create a horizontal vector and a vertical vector Python3 import numpy as np list1 1 2 3 list2 10 20 30 vector1 np array list1 vector2 np array list2 print Horizontal Vector print vector1 print print Vertical Vector print vector2 Output