"Introduction" describes basic instructions as to what you need using Mind Render/AI Drill. Please read this part first.
[Table of Contents]
Preparation
Install Unity Hub
Install Unity
Sign in to Unity
Add a project
Install Visual Studio Code
Edit the program
In "Neural Network", we explain how to train a neural network using backpropagation and gradient descent.
[Table of Contents]
Neural Network
Brief Review of Neural Networks
Gradient Descent
Problem Setting
Overview of the Program
Code Descriptions
Training Result
Optional Exercises
Appendix A. Universal Approximation Theorem
Appendix B. Backpropagation
