Neural Network Tutorials - Herong's Tutorial Examples - v1.22, by Herong Yang
Deep Playground for Classical Neural Networks
This chapter provides introductions and tutorials on Deep Playground. Topics include introduction to Deep Playground; solving the classification problems without and with hidden layers; impact comparison of training set, network configuration, learning rate, and activation function.
Impact of Extra Input Features
Impact of Additional Hidden Layers and Neurons
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)