geometric-deep-learning

Graph Neural Network Library for PyTorch

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

StellarGraph - Machine Learning on Graphs

Convolutional Neural Network for 3D meshes in PyTorch

A library for differentiable robotics.

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Protein Graph Library

PyTorch Extension Library of Optimized Graph Cluster Algorithms

Python package for graph neural networks in chemistry and biology

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

TypeDB-ML is the Machine Learning integrations library for TypeDB

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)

GraphGallery is a gallery for benchmarking Graph Neural Networks

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

A PyTorch Graph Neural Network Library

Geometric Deep Learning for Flux

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"