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summer2021.md

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Coding Train Spring 2021

Coding Challenges or Cabana?

  • Fractal Flame
  • Tower of Hanoi
  • Tetris
  • ant colony (langston's ant already???)
  • image to ascii
  • Simple Q Learning Table (non deep learning)
  • Slime Mold Simulation (Sebastian Lague)
  • p5.glitch library
  • Shaders!!!!!! !!!!! !!!!!
  • 2D platformer
  • Falling Sand
  • Connect 4
  • Spot It (Dobble)
  • Run 1
  • Sudoku (generate puzzle and/or solve them)
  • Wave function collapse
  • Slide puzzle
  • Autoencoder
  • mathematical marbling
  • De Rham curve

Sequenced Tutorial (course curriculum)

Code! Introduction to Programming with p5.js

  • 3.x
  • 4.x
  • 7.1-7.2

The Nature of Code 2.0

  • Chapter 5 (Autonomous Agents)
    • Maybe more / esp group?
  • Chapter 6 (Physics Libraries)
  • Chapter 7 CA
  • Chapter 8 Fractals
  • Chapter 9 Genetic Algorithms (completed)
  • Chapter 10 Neural Networks (not sure what to do I have so many!)
  • Chapter 11 Neuroevolution

Machine Learning

  • NeuroEvolution w/ ml5.js
  • Reinforcement Learning (Q-Learning)
  • (RunwayML) StyleGAN latent space walk

JavaScript "express stops" "bytes" / "shorts" (what's a train name?)

  • String Template Literals
  • Enhance Object Literals
  • Object destructuring
  • Generator Functions
  • Fix global npm permissions

Discord Bot Finish

  • Using an API (themoviedb)
  • Deal with the new "/" command?
  • Embed

Side Projects

  • Vinyl Cutting and Plotter
  • Learn Blender?