atzberg/geo_neural_op
geo_neural_op
Geometric Neural Operators (GNPs) for machine learning tasks on point-cloud representations: curvature estimation, shape deformations, solvers for geometric PDEs. Also, includes weights of pretrained transferable GNP models.
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atzberg
atzberg • individual
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Created
Mar 6, 2025
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README Summary
<p align="left"> <img src="https://github.com/atzberg/geo_neural_op/blob/main/images/docs/geo_neural_op_software.png" width="90%"> </p>
Community Evaluation
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3D Computer VisionDifferential GeometryGeometric Deep LearningGraph Neural NetworksNeural OperatorsPartial Differential EquationsPoint Cloud ProcessingShape Analysis
Tags
3D Computer VisionDifferential GeometryGeometric Deep LearningGraph Neural NetworksNeural OperatorsPartial Differential EquationsPoint Cloud ProcessingShape AnalysisBackendDeep LearningForkedGPU / CUDAMachine LearningPoint Cloud / 3D VisionPyTorchPythonResearch / Papers
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Updated 2 months ago
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research- Quality
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Inference & ServingPrimaryDev Tools & AutomationLearning ResourcesModel TrainingComputer VisionSearch & KnowledgeOther AI / ML
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Python100.0%
Timeline
- Project created
- Mar 6, 2025
- Forked
- Mar 12, 2026
- Your last push
- 2 months ago
- Upstream last push
- 21 days ago
- Tracked since
- Mar 17, 2026
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