Machine Learning for Mobile

What does TensorFlow do?

To keep it simple, let's assume you want two numbers. Now, if you want to write a program in a regular programming language, such as Python, you would use the following:

a = 1

b = 2

print(a+b)

If you run the program, you will see the output as 3, and then you'll see the same implementation on tensorflow:

import tensorflow as tfx = tf.constant(35, name='x')y = tf.Variable(x + 5, name='y')model = tf.global_variables_initializer()with tf.Session() as session:    session.run(model)    print(session.run(y))

Let me explain the preceding code. First, we are creating a constant with node name x, adding 5 to it, and storing it in another variable/node y. If you can see the output of the console of y at this point, you will find ...