Harvard Geometric Machine Learning Group
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Hypergraph_Encodings
Hypergraph_Encodings PublicCode for "Enhancing the Utility of Higher-Order Information in Relational Learning" (NeurIPS 2025))
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Local_Curvature_Profile
Local_Curvature_Profile PublicCode for 'Effective Structural Encodings via Local Curvature Profiles' (ICLR 2024)
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Unitary_Convolutions
Unitary_Convolutions PublicCode for 'Unitary convolutions for learning on graphs and groups' (NeurIPS 2024 Spotlight)
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AFRC_Rewiring
AFRC_Rewiring PublicCode for 'Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature' (LoG 2023)
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Iso-Riem-Opt
Iso-Riem-Opt PublicIso-Riemannian optimization on learned manifolds (arXiv:2510.21033).
Jupyter Notebook 2
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Ricci-Flow_Feature-Geometry
Ricci-Flow_Feature-Geometry PublicCode for 'Neural Feature Geometry Evolves as Discrete Ricci Flow' (arXiv:2509.22362).
Repositories
- ColoringGNNs Public
This repository contains implementations of the algorithms Mod-GCN, Full-GCN, Discrete-Color, Full-Color, and Triple-Color, as well as the unmodified predecessor to Mod-GCN, described in the paper “Neural Algorithmic Reasoning for Approximate k-Coloring with Recursive Warm Starts.”
Weber-GeoML/ColoringGNNs’s past year of commit activity - Rewiring_and_Fairness Public
Code for "Balancing Fairness and Accuracy in Graph Learning via Fairness-Constrained Rewiring", Proceedings of NeurReps 2025.
Weber-GeoML/Rewiring_and_Fairness’s past year of commit activity - Hyperbolic-Embeddings-for-Phonetics Public
Code of analyzing language families using hyperbolic embeddings of phonetic data.
Weber-GeoML/Hyperbolic-Embeddings-for-Phonetics’s past year of commit activity - Hypergraph_Encodings Public
Code for "Enhancing the Utility of Higher-Order Information in Relational Learning" (NeurIPS 2025))
Weber-GeoML/Hypergraph_Encodings’s past year of commit activity - geometric-algebra-transformer Public Forked from RaphaelPellegrin/geometric-algebra-transformer
GeoML fork of GATr (via Raphael's fork)
Weber-GeoML/geometric-algebra-transformer’s past year of commit activity - Ricci-Flow_Feature-Geometry Public
Code for 'Neural Feature Geometry Evolves as Discrete Ricci Flow' (arXiv:2509.22362).
Weber-GeoML/Ricci-Flow_Feature-Geometry’s past year of commit activity - GM-CNN Public Forked from kiryteo/GM-CNN
Code repository of the paper "Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks" (AISTATS 2025, Oral)
Weber-GeoML/GM-CNN’s past year of commit activity - Unitary_Convolutions Public
Code for 'Unitary convolutions for learning on graphs and groups' (NeurIPS 2024 Spotlight)
Weber-GeoML/Unitary_Convolutions’s past year of commit activity
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