1 repo
Mechanisms for resolving ambiguous states by applying weighted frequency distributions derived from input data.
Distinguishing note: Focuses on the statistical weighting of choices rather than the deterministic enforcement of constraints.
Explore 1 awesome GitHub repository matching software engineering & architecture · Probabilistic Selection Models. Refine with filters or upvote what's useful.
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
The system resolves ambiguous grid cells by choosing from remaining valid options based on weighted frequencies derived from the source input.