TensorFlow-Based Matrix Addition

This function accepts two NumPy matrices of the same shape as input, uses TensorFlow's addition operation to add these two matrices, and returns the result.

Technology Stack : TensorFlow, NumPy

Code Type : Math

Code Difficulty : Intermediate

                
                    
import tensorflow as tf
import numpy as np

def random_matrix_addition(matrix1, matrix2):
    # This function adds two matrices of the same shape
    # using TensorFlow operations.

    # Check if the matrices have the same shape
    if matrix1.shape != matrix2.shape:
        raise ValueError("Matrices must have the same shape.")

    # Use TensorFlow to add the matrices
    result = tf.add(matrix1, matrix2)

    # Convert the TensorFlow tensor to a NumPy array
    return result.numpy()

# JSON representation of the code