Providing useful TensorFlow operations

There is a complete list of all TensorFlow Python modules, classes, and functions at https://www.tensorflow.org/api_docs/python/tf.

All of the maths functions can be found at https://www.tensorflow.org/api_docs/python/tf/math.

In this section, we will look at some useful TensorFlow operations, especially within the context of neural network programming.

Finding the squared difference between two tensors

Later in this book, we will need to find the square of the difference between two tensors. The method is as follows:

tf.math.squared.difference( x,  y, name=None)

Take the following example:

x = [1,3,5,7,11]
y = 5
s = tf.math.squared_difference(x,y)
s

The output will be as follows:

<tf...