Neural Network Tutorials - Herong's Tutorial Examples

∟PyTorch - Machine Learning Platform

This chapter provides introductions and tutorials on PyTorch. Topics include introduction of PyTorch; installing PyTorch Python library; commonly used PyTorch functions.

What Is PyTorch

Install PyTorch Library

Commonly Used 'torch' functions

Takeaways:

• PyTorch is a Python-based scientific computing package to replace for NumPy for deep learning computations with maximum flexibility and speed.

Table of Contents

 About This Book

 Deep Playground for Classical Neural Networks

 Building Neural Networks with Python

 Simple Example of Neural Networks

 TensorFlow - Machine Learning Platform

►PyTorch - Machine Learning Platform

 Gradio - ML Demo Platform

 CNN (Convolutional Neural Network)

 RNN (Recurrent Neural Network)

 GNN (Graph Neural Network)

 GAN (Generative Adversarial Network)

 Performance Evaluation Metrics

 References

 Full Version in PDF/EPUB

PyTorch - Machine Learning Platform - Updated in 2023, by Herong Yang