74 results found Sort:

pyg-team
pytorch_geometric pyg-team
3.5k
20.4k
mit
255
Graph Neural Network Library for PyTorch
pytorch deep-learning graph-neural-networks geometric-deep-learning graph-convolutional-networks
Created 2017-10-06
7,530 commits to master branch, last one 3 days ago
kmario23
deep-learning-drizzle kmario23
2.9k
11.9k
unknown
605
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
probability optimization deep-learning explainable-ai computer-vision medical-imaging machine-learning speech-recognition visual-recognition bayesian-statistics pattern-recognition deep-neural-networks graph-neural-networks reinforcement-learning geometric-deep-learning artificial-neural-networks deep-reinforcement-learning natural-language-processing probabilistic-graphical-models artificial-intelligence-algorithms
Created 2018-11-26
153 commits to master branch, last one 2 years ago
stellargraph
stellargraph stellargraph
425
2.9k
apache-2.0
63
StellarGraph - Machine Learning on Graphs
gcn graphs python networkx graph-data data-science saliency-map deep-learning graph-analysis link-prediction interpretability machine-learning stellargraph-library graph-neural-networks graph-machine-learning heterogeneous-networks geometric-deep-learning machine-learning-algorithms graph-convolutional-networks
Created 2018-04-13
2,535 commits to develop branch, last one 2 years ago
ranahanocka
MeshCNN ranahanocka
310
1.6k
mit
46
Convolutional Neural Network for 3D meshes in PyTorch
3d mesh pytorch segmentation machine-learning computer-graphics geometric-deep-learning convolutional-neural-networks
Created 2019-05-06
37 commits to master branch, last one 2 years ago
pypose
pypose pypose
100
1.2k
apache-2.0
12
A library for differentiable robotics.
slam python control physics pytorch learning planning robotics lie-group optimization deep-learning kalman-filter pose-estimation autonomous-robots computer-graphics geometric-deep-learning pose-graph-optimization
Created 2021-11-11
1,276 commits to main branch, last one 6 days ago
lightaime
deep_gcns_torch lightaime
156
1.1k
mit
17
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
pytorch deep-gcns data-mining deep-learning bioinformatics social-network 3d-point-clouds cheminformatics computer-vision science-research graph-neural-networks geometric-deep-learning graph-convolutional-networks
Created 2019-07-30
312 commits to master branch, last one about a year ago
a-r-j
graphein a-r-j
125
990
mit
19
Protein Graph Library
dgl rna python protein pytorch interactome ppi-networks deep-learning interactomics bioinformatics drug-discovery protein-design protein-data-bank protein-structure pytorch-geometric structural-biology computational-biology graph-neural-networks geometric-deep-learning gene-regulatory-networks
Created 2019-08-28
796 commits to master branch, last one 12 days ago
rusty1s
pytorch_cluster rusty1s
139
769
mit
15
PyTorch Extension Library of Optimized Graph Cluster Algorithms
pytorch cluster-algorithms graph-neural-networks geometric-deep-learning
Created 2018-01-12
600 commits to master branch, last one about a month ago
AstraZeneca
chemicalx AstraZeneca
89
699
apache-2.0
22
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
drug torch pharma smiles biology pytorch geometry chemistry drug-pair torchdrug polypharmacy deep-learning deep-chemistry drug-discovery smiles-strings drug-interaction machine-learning graph-neural-network geometric-deep-learning
Created 2021-12-06
318 commits to main branch, last one 8 months ago
awslabs
dgl-lifesci awslabs
144
690
apache-2.0
17
Python package for graph neural networks in chemistry and biology
dgl molecule deep-learning bioinformatics drug-discovery cheminformatics graph-neural-networks geometric-deep-learning
Created 2020-04-23
236 commits to master branch, last one about a year ago
vaticle
typedb-ml vaticle
93
552
apache-2.0
38
TypeDB-ML is the Machine Learning integrations library for TypeDB
ai ml grakn graph graql graphs python tensorflow knowledgebase graph-networks neural-network knowledge-graph link-prediction machine-learning relational-learning artificial-intelligence geometric-deep-learning knowledge-graph-completion graph-convolutional-networks
This repository has been archived (exclude archived)
Created 2018-09-16
508 commits to master branch, last one 6 months ago
LPDI-EPFL
masif LPDI-EPFL
150
546
apache-2.0
23
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
protein-surface molecular-surface geometric-deep-learning
Created 2019-03-14
440 commits to master branch, last one 3 years ago
EdisonLeeeee
GraphGallery EdisonLeeeee
62
455
mit
12
GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.
dgl pyg graph models pytorch graphgallery graph-neural-networks geometric-deep-learning adversarial-machine-learning
Created 2020-03-10
799 commits to master branch, last one 9 months ago
chaitjo
geometric-gnn-dojo chaitjo
40
436
mit
10
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
e3nn pytorch equivariance geometric-graphs graph-isomorphism pytorch-geometric equivariant-networks graph-neural-networks geometric-deep-learning
Created 2023-01-21
26 commits to main branch, last one 11 months ago
Yochengliu
Relation-Shape-CNN Yochengliu
72
413
mit
19
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
3d-graphics deep-learning 3d-point-clouds normal-estimation 3d-shape-recognition 3d-shape-segmentation artificial-intelligence geometric-deep-learning 3d-convolutional-network convolutional-neural-network
Created 2019-04-04
87 commits to master branch, last one 4 years ago
microsoft
ptgnn microsoft
40
373
mit
12
A PyTorch Graph Neural Network Library
gnn pytorch deep-learning graph-neural-networks geometric-deep-learning
Created 2020-05-12
99 commits to master branch, last one 2 years ago
FluxML
GeometricFlux.jl FluxML
29
349
mit
8
Geometric Deep Learning for Flux
flux juliagraphs deep-learning machine-learning graph-neural-networks geometric-deep-learning
Created 2019-04-04
916 commits to master branch, last one 8 months ago
Nicholasli1995
EvoSkeleton Nicholasli1995
44
330
mit
12
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
cvpr smpl dataset 2d-to-3d cvpr2020 3d-human-pose deep-learning annotaton-tool synthetic-data bias-correction kinematic-trees data-augmentation 3d-computer-vision 3d-pose-estimation human-pose-estimation evolutionary-algorithms geometric-deep-learning feed-forward-neural-networks generalization-on-diverse-scenes
Created 2020-02-28
96 commits to master branch, last one 2 years ago
QUVA-Lab
escnn QUVA-Lab
42
321
other
17
Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
pytorch geometry invariant rotations isometries symmetries equivariance deep-learning geometric-deep-learning
Created 2022-03-16
244 commits to master branch, last one 7 months ago
quiver-team
torch-quiver quiver-team
37
284
apache-2.0
12
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
pytorch graph-learning gpu-acceleration distributed-computing graph-neural-networks geometric-deep-learning
Created 2020-08-17
135 commits to main branch, last one 9 months ago
chaitjo
graph-convnet-tsp chaitjo
62
282
mit
5
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
pytorch deep-learning graph-neural-networks geometric-deep-learning combinatorial-optimization travelling-salesman-problem
This repository has been archived (exclude archived)
Created 2019-06-03
12 commits to master branch, last one 2 years ago
qitianwu
DIFFormer qitianwu
32
276
unknown
11
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
pytorch iclr2023 attention diffusion large-graph transformer graph-transformer pytorch-geometric diffusion-equation node-classification text-classification image-classification graph-neural-networks geometric-deep-learning pytorch-geometric-temporal spatial-temporal-forecasting
Created 2023-03-01
14 commits to main branch, last one 10 months ago
LukasZahradnik
PyNeuraLogic LukasZahradnik
17
269
mit
6
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
python pytorch deep-learning machine-learning logic-programming relational-learning graph-neural-networks geometric-deep-learning differentiable-programming
Created 2020-12-06
955 commits to master branch, last one 18 days ago
rusty1s
deep-graph-matching-consensus rusty1s
47
254
mit
10
Implementation of "Deep Graph Matching Consensus" in PyTorch
pytorch graph-matching graph-neural-networks neighborhood-consensus geometric-deep-learning
Created 2019-10-02
89 commits to master branch, last one 2 years ago
vijaydwivedi75
gnn-lspe vijaydwivedi75
32
223
mit
4
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
gnn lspe graphs gnn-lspe attention molecules transformers message-passing graph-transformer graph-deep-learning positional-encoding transformer-networks graph-neural-networks geometric-deep-learning representation-learning graph-representation-learning
Created 2021-09-13
6 commits to main branch, last one 2 years ago
basiralab
GNNs-in-Network-Neuroscience basiralab
27
198
unknown
4
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
gnn gans gnns biomarker brain-gnn graph-fusion brain-disorders graph-synthesis graph-prediction graph-timeseries graph-integration brain-connectivity graph-neural-network network-neuroscience graph-superresolution geometric-deep-learning predictive-intelligence
Created 2021-06-07
9 commits to main branch, last one about a year ago
abhi1kumar
DEVIANT abhi1kumar
27
196
mit
6
[ECCV 2022] Official PyTorch Code of DEVIANT: Depth Equivariant Network for Monocular 3D Object Detection
eccv waymo eccv2022 kitti-3d nuscenes eccv-2022 equivariance object-detection 3d-computer-vision autonomous-driving autonomous-vehicle depth-equivariance one-stage-detector 3d-object-detection projective-geometry projective-manifold monocular-3d-detection geometric-deep-learning monocular-3d-localization
Created 2022-07-04
35 commits to main branch, last one 5 months ago
atomicarchitects
equiformer atomicarchitects
34
177
mit
5
[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
e3nn pytorch force-fields deep-learning ai-for-science drug-discovery catalyst-design machine-learning materials-science molecular-dynamics graph-neural-networks interatomic-potentials computational-chemistry geometric-deep-learning equivariant-neural-networks equivariant-graph-neural-network
Created 2023-02-28
3 commits to master branch, last one 11 months ago
lrnzgiusti
awesome-topological-deep-learning lrnzgiusti
9
170
unknown
12
A curated list of topological deep learning (TDL) resources and links.
applied topology deep-learning neural-networks applied-topology algebraic-topology geometric-deep-learning topological-deep-learning topological-neural-networks
Created 2022-05-23
85 commits to main branch, last one 24 days ago
rusty1s
pytorch_spline_conv rusty1s
35
167
mit
8
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
pytorch spline-cnn graph-neural-networks geometric-deep-learning
Created 2017-12-27
474 commits to master branch, last one about a month ago