Graph Neural Network Library for PyTorch
-
Updated
Sep 29, 2026 - Python
#
geometric-deep-learning
Here are 269 public repositories matching this topic...
StellarGraph - Machine Learning on Graphs
python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library
-
Updated
Apr 10, 2024 - Python
Convolutional Neural Network for 3D meshes in PyTorch
machine-learning computer-graphics pytorch mesh segmentation convolutional-neural-networks 3d geometric-deep-learning
-
Updated
Feb 7, 2024 - Python
A library for differentiable robotics on manifolds.
python learning control deep-learning robotics optimization physics computer-graphics pytorch planning lie-group slam kalman-filter pose-estimation pose-graph-optimization geometric-deep-learning autonomous-robots
-
Updated
Sep 3, 2026 - Python
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
data-mining bioinformatics computer-vision deep-learning cheminformatics social-network pytorch 3d-point-clouds graph-convolutional-networks science-research geometric-deep-learning graph-neural-networks deep-gcns
-
Updated
Jul 31, 2022 - Python
Python package for graph neural networks in chemistry and biology
bioinformatics deep-learning cheminformatics molecule drug-discovery geometric-deep-learning graph-neural-networks dgl
-
Updated
Nov 1, 2023 - Python
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
machine-learning deep-learning chemistry geometry biology torch pytorch drug-discovery drug smiles pharma geometric-deep-learning graph-neural-network drug-interaction polypharmacy smiles-strings deep-chemistry drug-pair torchdrug
-
Updated
Sep 11, 2023 - Python
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
-
Updated
Jun 19, 2024 - Python
Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
-
Updated
Jan 23, 2020 - Python
TypeDB-ML is the Machine Learning integrations library for TypeDB
python machine-learning ai neural-network graph tensorflow graphs ml artificial-intelligence knowledge-graph knowledgebase knowledge-graph-completion relational-learning link-prediction graph-convolutional-networks grakn graql geometric-deep-learning graph-networks
-
Updated
Nov 18, 2023 - Python
Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
deep-learning geometry pytorch invariant geometric-deep-learning isometries equivariance rotations symmetries
-
Updated
Oct 31, 2024 - Python
GraphGallery is a gallery for benchmarking Graph Neural Networks
graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery
-
Updated
Aug 14, 2023 - Python
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
deep-learning artificial-intelligence convolutional-neural-network 3d-graphics 3d-point-clouds 3d-convolutional-network geometric-deep-learning normal-estimation 3d-shape-segmentation 3d-shape-recognition
-
Updated
Sep 30, 2021 - Python
A PyTorch Graph Neural Network Library
-
Updated
Sep 4, 2025 - Python
[ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
machine-learning deep-learning molecular-dynamics pytorch computational-chemistry computational-physics drug-discovery materials-science force-fields geometric-deep-learning graph-neural-networks interatomic-potentials ai-for-science e3nn equivariant-neural-networks equivariant-graph-neural-network catalyst-design equiformer
-
Updated
Apr 10, 2026 - Python
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
deep-learning dataset evolutionary-algorithms human-pose-estimation data-augmentation cvpr synthetic-data bias-correction 3d-human-pose 3d-computer-vision geometric-deep-learning 3d-pose-estimation 2d-to-3d smpl feed-forward-neural-networks kinematic-trees cvpr2020 generalization-on-diverse-scenes annotaton-tool
-
Updated
Jul 10, 2021 - Python
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
deep-learning pytorch combinatorial-optimization travelling-salesman-problem geometric-deep-learning graph-neural-networks
-
Updated
Feb 10, 2022 - Python
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
python machine-learning deep-learning pytorch logic-programming relational-learning geometric-deep-learning differentiable-programming graph-neural-networks
-
Updated
Oct 1, 2026 - Python
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
text-classification pytorch transformer image-classification attention diffusion diffusion-equation geometric-deep-learning node-classification graph-neural-networks pytorch-geometric spatial-temporal-forecasting graph-transformer large-graph iclr2023 pytorch-geometric-temporal
-
Updated
Jul 2, 2025 - Python
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
distributed-computing pytorch gpu-acceleration geometric-deep-learning graph-learning graph-neural-networks
-
Updated
Aug 17, 2023 - Python
Add this topic to your repo
To associate your repository with the geometric-deep-learning topic, visit your repo's landing page and select "manage topics."