**Neural Network Tutorials - Herong's Tutorial Examples** - 1.20, by Dr. Herong Yang

"tensorflow" Interactive Test Web Page

This section provides a tutorial example on how to use TensorFlow interactive test web page provided by Karlijn Willems. An easy-to-follow tutorial is also provided.

If you don't want to or fail to install "tensorflow" Python library on your local computer, you can still try "tensorflow" online in a Web browser.

1. Go to "TensorFlow Tutorial For Beginners" Web page by Karlijn Willems at https://www.datacamp.com/community/tutorials/tensorflow-tutorial.

2. Read the introduction sections. They are very easy to follow and helpful for understanding the basic concepts.

3. When you reach the first interactive testing window, enter the following TensoFlow Python script, hello_tensor.py, in the "IPython Shell" tab on the right.

import tensorflow as tf m = tf.constant(["Hello world!"]) s = tf.Session() o = s.run(m) s.close() print(o)

4. Press "Enter" key. The script will be executed with output display back on the screen.

Cool, right? You can continue to finish Karlijn's tutorial now.

Table of Contents

Deep Playground for Classical Neural Networks

Building Neural Networks with Python

Simple Example of Neural Networks

►TensorFlow - Machine Learning Platform

"tensorflow" - TensorFlow Python Library

►"tensorflow" Interactive Test Web Page

TensorFlow Session Class and run() Function

TensorFlow Variable Class and load() Function

Linear Regression with TensorFlow

tensorflow.examples.tutorials.mnist Module

Simple TensorFlow Model on MNIST Database

Commonly Used TensorFlow Funcitons

PyTorch - Machine Learning Platform

CNN (Convolutional Neural Network)