CodingTrain

Introduction

In this repository I will put my implementation of the great videos of The Coding Train.

View it Online

You can view the sketches online thanks to github pages. Sometimes the sketch lacks of self-explanation. If nothing happen when you start the sketch, just click in the board zone! I’m sure that it will produce some nice cubes for you :)

Challenges

Youtube videos

• 27 Fireworks!
• 31 Flappy Bird
• 55 Mathematical Rose Patterns
• 56 Attraction and Repulsion Forces
• 59 Steering Behaviours
• 62 Plinko with Matter.js Part 4 CARE WITH SOUND!!
• 68 Breadth-First Search Part 2
• 78 Simple Particle System
• 92 XOR Problem
• 98 Quadtree
• 99 Neural Network Color Predictor
• 100 Neuroevolution Flappy Bird
• 104 Linear Regression with TensorFlow.js
• 105 Polynomial Regression with TensorFlow.js
• 106 XOR Problem with TensorFlow.js
• 107 Sandpiles
• 108 Barnsley Fern
• 149 Tic Tac Toe
• 154 Tic Tac Toe AI with Minimax

Guess

Youtube videos

• 4 Matrix Digital Rain

Tutorials

Foundations of Programming in Javascript

Youtube videos

• 1.2 p5.js with Brackets

Physisc Libraries - The Nature of Code

Youtube videos

• 5.17 Introduction to Matter.js
• 5.19 Matter.js: Deleting Bodies
• 5.21 Matter.js: Constraints

Intelligence and Learning

Youtube videos

• 6.4 TensorFlow.js: Tensors - Intelligence and Learning

TensorFlow.js Color Classifier - Intelligence and Learning

Youtube videos

• 7 TensorFlow.js Color Classifier

Neural Networks - The Nature of Code

Youtube videos

• 10.11 Neural Networks: Matrix Class
• 10.13 Neural Networks: Feedforward Algorithm - The Nature of Code
• 10.18 Neural Networks: Backpropagation - The Nature of Code
• 11.2 Neuroevolution: Crossover and Mutation - The Nature of Code

Topics of JavaScript

Youtube videos

• 16.11 Promises Part 1
• 16.12 Promises Part 2
• 16.13 async/await Part 1
• 16.14 async/await Part 2
• 16.15 Promise.all()
• 16.16 try / catch with Promises

Additional Topics

Youtube videos

• 9.5 Random Circles with No Overlap
• 9.6 Minimum Spanning Tree (Prim’s Algorithm)