Winding number and point-in-polygon for arbitrary (non-convex, self-intersecting) polygons, pure Python with zero dependencies.
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Updated
Jun 17, 2026 - Python
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winding-number
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An experimental topological field-memory prototype with vortex encoding and self-repairing field dynamics. It delivers noise-robust AI long-term memory as a complementary alternative to conventional RAG retrieval.
pytorch nonlinear-dynamics lifelong-learning continual-learning catastrophic-forgetting physics-informed-neural-networks winding-number vortex-dynamics memory-consolidation topological-protection topological-computing quantum-tide-theory noise-immune-memory
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Updated
May 23, 2026 - Python
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