Repository Index

Graph Neural Network Library for PyTorch

• pytorch
• geometric-deep-learning
• graph-neural-networks
• deep-learning

[ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

🐍 Geometric Computer Vision Library for Spatial AI

• computer-vision
• image-processing
• machine-learning
• pytorch

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

An autoML framework & toolkit for machine learning on graphs.

• graph-neural-networks
• automl
• pytorch
• pytorch-geometric

GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations

High-performance Piecewise Geometric Model (PGM) learned index implementation in pure Rust with strict epsilon error guarantees

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

• gnn
• graph-neural-netowrks
• signed-networks
• directed-networks

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

• adversarial-attacks
• graph-convolutional-networks
• graph-neural-networks
• pytorch

Multi-stage Riemannian flow matching for physically valid molecular docking, with GNINA scoring, PoseBusters filtering, CLI inference, and benchmarks.

• alphafold3
• docking
• drug-design
• drug-discovery

3D shape analysis using deep learning

• cancer-biology
• cell-biology
• deep-learning
• geometric-deep-learning