Search Results - RepositoryStats

pytorch_geometric pyg-team

3.7k

21.4k

mit

253

Graph Neural Network Library for PyTorch

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

Created 2017-10-06

7,655 commits to master branch, last one 17 hours ago

deep-learning-drizzle kmario23

2.9k

12.3k

unknown

608

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

154 commits to master branch, last one about a month ago

stellargraph stellargraph

431

3.0k

apache-2.0

62

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 3 years ago

MeshCNN ranahanocka

320

1.6k

mit

47

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

103

1.3k

apache-2.0

16

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

1,282 commits to main branch, last one 2 months ago

deep_gcns_torch lightaime

154

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 2 years ago

graphein a-r-j

132

1.0k

mit

18

Protein Graph Library

Created 2019-08-28

807 commits to master branch, last one 28 days ago

pytorch_cluster rusty1s

148

826

mit

15

PyTorch Extension Library of Optimized Graph Cluster Algorithms

pytorch cluster-algorithms graph-neural-networks geometric-deep-learning

Created 2018-01-12

605 commits to master branch, last one 6 days ago

dgl-lifesci awslabs

151

730

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

chemicalx AstraZeneca

88

714

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 about a year ago

masif LPDI-EPFL

157

595

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

typedb-ml typedb

93

550

apache-2.0

39

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 about a year ago

geometric-gnn-dojo chaitjo

43

472

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 about a year ago

GraphGallery EdisonLeeeee

64

459

mit

13

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 about a year ago

Relation-Shape-CNN Yochengliu

72

415

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

ptgnn microsoft

40

375

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

escnn QUVA-Lab

47

363

other

19

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

247 commits to master branch, last one 20 days ago

GeometricFlux.jl FluxML

30

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 about a year ago

EvoSkeleton Nicholasli1995

44

332

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 3 years ago

graph-convnet-tsp chaitjo

66

306

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

DIFFormer qitianwu

32

298

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 about a year ago

torch-quiver quiver-team

36

293

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 about a year ago

PyNeuraLogic LukasZahradnik

18

281

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

1,005 commits to master branch, last one 27 days ago

deep-graph-matching-consensus rusty1s

47

259

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 3 years ago

gnn-lspe vijaydwivedi75

35

245

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

awesome-topological-deep-learning lrnzgiusti

12

222

unknown

15

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

103 commits to main branch, last one 15 days ago

GNNs-in-Network-Neuroscience basiralab

28

215

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

equiformer_v2 atomicarchitects

26

215

mit

5

[ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

e3nn pytorch force-fields deep-learning ai-for-science drug-discovery catalyst-design machine-learning materials-science molecular-dynamics computational-physics graph-neural-networks interatomic-potentials computational-chemistry geometric-deep-learning equivariant-neural-networks equivariant-graph-neural-network

Created 2023-06-21

16 commits to main branch, last one 4 months ago

equiformer atomicarchitects

38

211

mit

5

[ICLR 2023 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

6 commits to master branch, last one 4 months ago

GeoLDM MinkaiXu

42

210

mit

7

Geometric Latent Diffusion Models for 3D Molecule Generation

molecule icml-2023 drug-discovery diffusion-models molecule-generation deep-generative-model geometric-deep-learning

Created 2023-02-27

3 commits to main branch, last one about a year ago