Neural Network Tutorials - Herong's Tutorial Examples - v1.22, by Herong Yang
TensorFlow - Machine Learning Platform
This chapter provides introductions and tutorials on TensorFlow. Topics include introduction TensorFlow; installing TensorFlow Python library; understanding tensor flow graph; running TensorFlow Session; building learning model for MNIST database.
"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
mnist.read_data_sets() Is Deprecated
Takeaways:
Table of Contents
Deep Playground for Classical Neural Networks
Building Neural Networks with Python
Simple Example of Neural Networks
►TensorFlow - Machine Learning Platform
PyTorch - Machine Learning Platform
CNN (Convolutional Neural Network)
RNN (Recurrent Neural Network)
GAN (Generative Adversarial Network)