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geometric-deep-learning-tutorial

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mwasifanwar / geometric-deep-learning

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Advanced 3D scene reconstruction and understanding using geometric deep learning on point clouds and meshes.

deep-neural-networks deep-learning computer-graphics deep-reinforcement-learning 3d-reconstruction geometric-deep-learning scene-understanding point-cloud-processing computer-graphics-algorithms 3d-reconstruction-pipeline geometric-deep-learning-tutorial 3d-reconstruction-evaluation 3d-reconstruction-algorithm
  • Updated Nov 3, 2025
  • Python

ugail / Neural-Completion-of-Islamic-Geometric-Patterns

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A neural completion system for Islamic geometric line patterns that guarantees exact N-fold rotational symmetry by construction, enforced through orbit-tied prediction or inference-time projection and verified by a label-free rotation audit.

vector-graphics symmetry cultural-heritage computational-design generative-design pattern-generation geometric-deep-learning graph-neural-networks islamic-geometric-patterns geometric-deep-learning-tutorial equivariant-neural-networks constrained-neural-networks
  • Updated Jun 10, 2026
  • Jupyter Notebook

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