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Constraint-Based Synthesis Engines · Awesome GitHub Repositories

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Awesome GitHub RepositoriesConstraint-Based Synthesis Engines

Frameworks for generating spatial arrangements that satisfy complex local adjacency requirements.

Distinguishing note: Focuses on the synthesis of patterns as a domain-level capability rather than the low-level search mechanics.

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  • mxgmn/WaveFunctionCollapse

    mxgmn/WaveFunctionCollapse

    24,697View on GitHub↗

    WaveFunctionCollapse is a procedural generation engine that creates complex, non-repeating patterns by treating spatial arrangement as a constraint satisfaction problem. It functions as a stochastic solver that derives output structures from a single input example, ensuring that every element placed within a grid satisfies specific adjacency requirements relative to its neighbors. The system distinguishes itself by using an entropy-driven approach to grid collapse, where it iteratively selects the cell with the fewest remaining possibilities to trigger a cascade of logical updates. By decompo

    Solving complex spatial arrangement problems by ensuring every element placed in a grid satisfies specific adjacency requirements with its neighbors.

    C#algorithmcsharpgamedev
    24,697View on GitHub↗