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Straight out of quantum mechanics, Wave Function Collapse is an algorithm for procedural generation of images. In this video (recorded over 3 live streams) I attempt the tiled model and explore a variety of solutions to the algorithm in JavaScript with p5.js. Also, check out WFC's predecessor: Model Synthesis (more info below). Code: https://thecodingtrain.com/challenges... 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/codingtrain-... 💻 Github Repo: https://github.com/CodingTrain/Wave-F... 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/s... 🎥 Previous: • Coding Challenge 170: The Monty Hall ... 🎥 Next: • Coding Challenge 172: Horizontal Dire... 🎥 All: • Coding Challenges References: 💡 WFC Challenge Suggestion: https://github.com/CodingTrain/Sugges... 🗄 Wave Function Collapse Algorithm: https://github.com/mxgmn/WaveFunction... 🗄 Model Synthesis: https://paulmerrell.org/model-synthesis/ 📣 Wave Collapse Function algorithm in Processing: https://discourse.processing.org/t/wa... 🗄 Array.prototype.filter(): https://developer.mozilla.org/en-US/d... 🐞 Encoding tiles symmetry and rotation #14: https://github.com/CodingTrain/Wave-F... 🐞 The issue with asymmetric tiles and an easy solution #16: https://github.com/CodingTrain/Wave-F... 🗄 Array.prototype.reverse(): https://developer.mozilla.org/en-US/d... Creative Works Featured: 🎨 Oisín: Wave Function Collapse for poetry: https://github.com/mewo2/oisin 🎨 Townscaper: https://www.townscapergame.com/ 🎨 unity-wave-function-collapse: https://selfsame.itch.io/unitywfc 🎨 Zelda WFC: https://observablehq.com/@makio135/ze... 🎨 Wave Function Collapse Demonstration: https://oskarstalberg.com/game/wave/w... 🎨 Infinite procedurally generated city: https://marian42.de/article/wfc/ 🎨 Generating stairy scenes: https://twitter.com/exutumno/status/8... Live Stream Archives: 🔴 Day 1: • Wave Function Collapse Take 2 🔴 Day 2: • Wave Function Collapse Take 3 🔴 Day 3: • Wave Function Collapse the Final Coun... Videos: 🎥 Solving Wordle with Information Theory: • Solving Wordle using information theory 🎥 Pixel Array: • 11.3: The Pixel Array - p5.js Tutorial 🎥 Arrow Function: • 16.3: ES6 Arrow Function - Topics of ... 🎥 Higher Order Array Functions: • 16.5: Higher Order Functions in JavaS... 🚂 Matrix Transformations: https://thecodingtrain.com/tracks/tra... 🎥 Oskar Stalberg - Wave Function Collapse in Bad North: • EPC2018 - Oskar Stalberg - Wave Funct... Related Coding Challenges: 🚂 10 Maze Generator: • Coding Challenge #10.1: Maze Generato... 🚂 162 Self Avoiding Walk: • Coding Challenge 162: Self-Avoiding Walk 🚂 165 Slide Puzzle: • Coding Challenge 165: Slide Puzzle Timestamps: 0:00 Day 1! Wave Function Collapse! 2:00 Entropy in Sudoku. 5:41 Comparing Sudoku to WFC 9:24 Starting to code. 11:05 Collapsing cells. 13:30 Evaluating entropy. 18:47 Updating entropy after collapse. 22:45 Data structure for rules. 24:50 Implementing rules for next collapse. 36:28 Explaining the rules. 38:45 Day 2! Refactoring the code. 39:26 Create a Tile class 44:57 Generate the rules from Tile objects. 55:40 Using new circuit board tileset. 1:00:40 Day 3! Dealing with asymmetrical tiles 1:01:56 Assigning index values to edges. 1:06:53 Incorporating edges into code. 1:10:05 Change adjacency for asymmetry 1:12:06 First asymmetric WFC image! 1:12:40 Restart if no valid cell found. 1:15:48 Next steps! 1:18:05 Thanks for watching! Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/pas... 🚩 Suggest Topics: https://github.com/CodingTrain/Sugges... 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter: / thecodingtrain 📸 Instagram: / the.coding.train 🎥 Coding Challenges: • Coding Challenges 🎥 Intro to Programming: • Start learning here! 🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-o... This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod... #wavefunctioncollapse #generativeart #p5js #javascript