Graph Neural Network Library for PyTorch
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Jul 22, 2026 - Python
geometric-deep-learning - 技术专题
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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks
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Oct 19, 2024 - HTML
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
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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
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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
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May 5, 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
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Jul 31, 2022 - Python
Protein Graph Library
python bioinformatics deep-learning structural-biology protein-data-bank protein-structure computational-biology pytorch protein drug-discovery rna interactome protein-design interactomics geometric-deep-learning ppi-networks graph-neural-networks pytorch-geometric gene-regulatory-networks dgl
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Jul 13, 2026 - Jupyter Notebook
PyTorch Extension Library of Optimized Graph Cluster Algorithms
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Jun 5, 2026 - C++
Python package for graph neural networks in chemistry and biology
bioinformatics deep-learning cheminformatics molecule drug-discovery geometric-deep-learning graph-neural-networks dgl
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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
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Sep 11, 2023 - Python
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
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Jun 19, 2024 - Python
Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
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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
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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
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Oct 31, 2024 - Python
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)
pytorch graph-isomorphism geometric-deep-learning graph-neural-networks pytorch-geometric equivariance geometric-graphs equivariant-networks e3nn
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Oct 9, 2025 - Jupyter Notebook
GraphGallery is a gallery for benchmarking Graph Neural Networks
graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery
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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
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Sep 30, 2021 - Python
A PyTorch Graph Neural Network Library
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Sep 4, 2025 - Python
Geometric Deep Learning for Flux
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Oct 29, 2023 - Julia
[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
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Apr 10, 2026 - Python