Library/geo_neural_op
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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

atzberg • individual

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44

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9

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0/100

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Created

Mar 6, 2025

Project creation date

README Summary

Geometric Neural Operators (GNPs) is a Python repository for machine learning on point-cloud representations, focusing on geometric tasks like curvature estimation and shape deformations. The repository provides implementations for solving geometric PDEs using neural operators and includes pretrained transferable GNP model weights. It enables efficient processing of geometric data through specialized neural network architectures designed for point cloud data.

AI Dev Skills

Unmapped

Geometric Deep LearningNeural OperatorsPoint Cloud ProcessingPartial Differential EquationsShape AnalysisDifferential GeometryGraph Neural Networks3D Computer Vision

Tags

Geometric Deep LearningNeural OperatorsPoint Cloud ProcessingPartial Differential EquationsShape AnalysisDifferential GeometryGraph Neural Networks3D Computer VisionManufacturingCurvature EstimationFoundation Models for 3D3DGeometric Machine Learning3D Shape AnalysisComputer GraphicsPoint CloudsResearch ComputingTransfer LearningRoboticsAutomotiveMedical ImagingNeural PDE SolversArchitectureGeometric AISurface Mesh ProcessingCAD/CAMGeometric PDE Solving3D Object RecognitionSelf-hostedShape Deformation ModelingPython

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Recent Activity

Updated 28 days ago

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90 Days

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research
Quality
medium
Maturity
research

Categories

Learning ResourcesPrimaryIndustry: HealthcareHealthcare & BiologySearch & KnowledgeOther AI / MLRoboticsComputer Vision

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Mar 6, 2025
Forked
Mar 12, 2026
Your last push
28 days ago
Upstream last push
10 days ago
Tracked since
Mar 17, 2026

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