Wave Function Collapse Algorithm

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Wavefunctioncollapse is a program that creates bitmaps or tilemaps from a single example using ideas from quantum mechanics. It works by observing and propagating the probabilities of patterns in the input and output, and collapsing the output into definite states. Learn how to use constraint programming and wfc algorithm to generate tile based images from simple configurations or samples. See examples of mini and full sudoku puzzles and how to solve them with wfc.

See examples, code, and explanations of how wfc works and how to apply it to different scenarios. The algorithm takes in an example and collapses a wavefunction of possible outputs until it reaches a valid solution. Learn how to generate images, text, audio and more with wave function collapse, a procedural algorithm that uses simple rules and randomness. See the code, examples and explanations in this article by kavin bharathi. Explore tileset design, path constraint, big tiles, and more enhancements to wfc.