Topic: geometric-deep-learning Goto Github

👇 Here are 211 public repositories matching this topic...

a-r-j / graphein
geometric-deep-learning,Protein Graph Library
User: a-r-j
Home Page: https://graphein.ai/
protein protein-structure deep-learning pytorch graph-neural-networks dgl computational-biology bioinformatics structural-biology protein-data-bank

abhi1kumar / deviant
geometric-deep-learning,[ECCV 2022] Official PyTorch Code of DEVIANT: Depth Equivariant Network for Monocular 3D Object Detection
User: abhi1kumar
Home Page: https://arxiv.org/abs/2207.10758
object-detection 3d-object-detection autonomous-driving eccv2022 equivariance monocular-3d-detection monocular-3d-localization one-stage-detector depth-equivariance eccv

alibaba / curvature-learning-framework
geometric-deep-learning,Curvlearn, a Tensorflow based non-Euclidean deep learning framework.
Organization: alibaba
non-euclidean-deep-learning geometric-deep-learning tensorflow hyperbolic

andreagemelli / doc2graph
geometric-deep-learning,Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.
User: andreagemelli
Home Page: https://link.springer.com/chapter/10.1007/978-3-031-25069-9_22
deep-learning document-understanding geometric-deep-learning gnn key-information-extraction layout-analysis nlp table-detection pytorch

astrazeneca / chemicalx
geometric-deep-learning,A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
Organization: astrazeneca
Home Page: https://chemicalx.readthedocs.io
deep-learning pytorch deep-chemistry graph-neural-network drug drug-pair polypharmacy drug-discovery pharma drug-interaction

atomicarchitects / equiformer
geometric-deep-learning,[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
Organization: atomicarchitects
Home Page: https://arxiv.org/abs/2206.11990
catalyst-design computational-chemistry deep-learning drug-discovery equivariant-graph-neural-network force-fields interatomic-potentials machine-learning molecular-dynamics pytorch

atomicarchitects / equiformer_v2
geometric-deep-learning,[ICLR'24] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
Organization: atomicarchitects
Home Page: https://arxiv.org/abs/2306.12059
catalyst-design computational-chemistry computational-physics deep-learning drug-discovery equivariant-graph-neural-network equivariant-neural-networks force-fields interatomic-potentials machine-learning

awslabs / dgl-lifesci
geometric-deep-learning,Python package for graph neural networks in chemistry and biology
Organization: awslabs
deep-learning graph-neural-networks dgl cheminformatics bioinformatics geometric-deep-learning drug-discovery molecule

basiralab / gnns-in-network-neuroscience
geometric-deep-learning,A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
User: basiralab
graph-neural-network graph-prediction biomarker network-neuroscience brain-connectivity brain-disorders geometric-deep-learning gans predictive-intelligence graph-integration

chaitjo / geometric-gnn-dojo
geometric-deep-learning,Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
User: chaitjo
Home Page: https://arxiv.org/abs/2301.09308
geometric-deep-learning graph-neural-networks equivariance equivariant-networks geometric-graphs graph-isomorphism pytorch pytorch-geometric e3nn

chaitjo / geometric-rna-design
geometric-deep-learning,gRNAde: Geometric Deep Learning for RNA Design
User: chaitjo
Home Page: https://arxiv.org/abs/2305.14749
geometric-deep-learning graph-neural-networks inverse-design pytorch pytorch-geometric rna-structure biomolecule-design

chaitjo / graph-convnet-tsp
geometric-deep-learning,Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
User: chaitjo
Home Page: https://arxiv.org/abs/1906.01227
deep-learning combinatorial-optimization travelling-salesman-problem pytorch geometric-deep-learning graph-neural-networks

dhavalpotdar / graph-convolution-on-structured-documents
geometric-deep-learning,This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
User: dhavalpotdar
computer-vision deep-learning graph-convolution geometric-deep-learning

edisonleeeee / graphgallery
geometric-deep-learning,GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.
User: edisonleeeee
graph-neural-networks models graph geometric-deep-learning pytorch graphgallery adversarial-machine-learning dgl pyg

fluxml / geometricflux.jl
geometric-deep-learning,Geometric Deep Learning for Flux
Organization: fluxml
Home Page: https://fluxml.ai/GeometricFlux.jl/stable/
geometric-deep-learning juliagraphs flux graph-neural-networks machine-learning deep-learning

jiangzhongshi / surfacenetworks
geometric-deep-learning,Source code for CVPR 2018 Oral paper "Surface Networks"
User: jiangzhongshi
cvpr2018 graph-neural-networks geometric-deep-learning

kmario23 / deep-learning-drizzle
geometric-deep-learning,Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
User: kmario23
Home Page: https://deep-learning-drizzle.github.io
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing

lbm-epfl / pesto
geometric-deep-learning,Geometric deep learning method to predict protein binding interfaces from a protein structure.
Organization: lbm-epfl
Home Page: https://pesto.epfl.ch
deep-learning geometric-deep-learning protein-binding-site protein-protein-interface protein-structure pytorch

lightaime / deep_gcns
geometric-deep-learning,Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
User: lightaime
deep-gcns geometric-deep-learning graph-neural-networks 3d-point-clouds

lightaime / deep_gcns_torch
geometric-deep-learning,Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
User: lightaime
graph-neural-networks geometric-deep-learning 3d-point-clouds deep-gcns data-mining pytorch computer-vision bioinformatics cheminformatics social-network

lightaime / sgas
geometric-deep-learning,SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
User: lightaime
graph-neural-networks geometric-deep-learning deep-gcns automl neural-architecture-search bioinformatics computer-vision 3d-point-clouds

lpdi-epfl / masif
geometric-deep-learning,MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
Organization: lpdi-epfl
protein-surface molecular-surface geometric-deep-learning

lrnzgiusti / awesome-topological-deep-learning
geometric-deep-learning,A curated list of topological deep learning (TDL) resources and links.
User: lrnzgiusti
algebraic-topology deep-learning geometric-deep-learning neural-networks topological-deep-learning applied topological-neural-networks topology applied-topology

lukaszahradnik / pyneuralogic
geometric-deep-learning,PyNeuraLogic lets you use Python to create Differentiable Logic Programs
User: lukaszahradnik
Home Page: https://pyneuralogic.readthedocs.io/
deep-learning differentiable-programming geometric-deep-learning graph-neural-networks logic-programming machine-learning python pytorch relational-learning

mengliu1998 / deepergnn
geometric-deep-learning,Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
User: mengliu1998
Home Page: https://arxiv.org/abs/2007.09296
graph-neural-networks node-classification semi-supervised-learning geometric-deep-learning

microsoft / cliffordlayers
geometric-deep-learning,
Organization: microsoft
Home Page: https://microsoft.github.io/cliffordlayers
geometric-deep-learning pytorch

microsoft / ptgnn
geometric-deep-learning,A PyTorch Graph Neural Network Library
Organization: microsoft
graph-neural-networks deep-learning pytorch geometric-deep-learning gnn

minkaixu / geoldm
geometric-deep-learning,Geometric Latent Diffusion Models for 3D Molecule Generation
User: minkaixu
deep-generative-model diffusion-models drug-discovery geometric-deep-learning icml-2023 molecule molecule-generation

nicholasli1995 / evoskeleton
geometric-deep-learning,Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
User: nicholasli1995
Home Page: https://arxiv.org/abs/2006.07778
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision

pku-dair / sgl
geometric-deep-learning,A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
Organization: pku-dair
Home Page: https://sgl-doc.readthedocs.io/en/latest
deep-learning geometric-deep-learning graph-neural-networks scalable-graph-learning network-embedding neural-architecture-search pytorch

pyg-team / pyg-lib
geometric-deep-learning,Low-Level Graph Neural Network Operators for PyG
Organization: pyg-team
Home Page: https://pyg-lib.readthedocs.io
deep-learning pytorch graph-convolutional-networks geometric-deep-learning graph-neural-networks

pyg-team / pytorch_geometric
geometric-deep-learning,Graph Neural Network Library for PyTorch
Organization: pyg-team
Home Page: https://pyg.org
pytorch geometric-deep-learning graph-neural-networks deep-learning graph-convolutional-networks

pypose / pypose
geometric-deep-learning,A library for differentiable robotics.
Organization: pypose
Home Page: https://pypose.org
robotics pytorch python learning lie-group optimization deep-learning computer-graphics geometric-deep-learning physics

qitianwu / difformer
geometric-deep-learning,The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
User: qitianwu
attention diffusion diffusion-equation geometric-deep-learning graph-neural-networks graph-transformer iclr2023 image-classification large-graph node-classification

quiver-team / torch-quiver
geometric-deep-learning,PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
Organization: quiver-team
Home Page: https://torch-quiver.readthedocs.io/en/latest/
pytorch geometric-deep-learning graph-learning gpu-acceleration graph-neural-networks distributed-computing

quva-lab / escnn
geometric-deep-learning,Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
Organization: quva-lab
deep-learning equivariance isometries pytorch symmetries rotations geometric-deep-learning geometry invariant

ranahanocka / meshcnn
geometric-deep-learning,Convolutional Neural Network for 3D meshes in PyTorch
User: ranahanocka
3d computer-graphics convolutional-neural-networks geometric-deep-learning machine-learning mesh pytorch segmentation

rubenwiersma / deltaconv
geometric-deep-learning,Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."
User: rubenwiersma
differential-geometry geometric-deep-learning graph-learning point-cloud point-cloud-classification point-cloud-segmentation pytorch

rubenwiersma / hsn
geometric-deep-learning,Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features
User: rubenwiersma
geometric-deep-learning pytorch-geometric 3d convolutional-neural-networks pytorch siggraph

rusty1s / deep-graph-matching-consensus
geometric-deep-learning,Implementation of "Deep Graph Matching Consensus" in PyTorch
User: rusty1s
Home Page: https://openreview.net/forum?id=HyeJf1HKvS
geometric-deep-learning graph-matching graph-neural-networks neighborhood-consensus pytorch

rusty1s / pytorch_cluster
geometric-deep-learning,PyTorch Extension Library of Optimized Graph Cluster Algorithms
User: rusty1s
cluster-algorithms geometric-deep-learning graph-neural-networks pytorch

rusty1s / pytorch_spline_conv
geometric-deep-learning,Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
User: rusty1s
Home Page: https://arxiv.org/abs/1711.08920
pytorch geometric-deep-learning graph-neural-networks spline-cnn

shchur / overlapping-community-detection
geometric-deep-learning,Implementation of "Overlapping Community Detection with Graph Neural Networks"
User: shchur
Home Page: http://www.daml.in.tum.de/nocd
community-detection geometric-deep-learning graph-neural-networks overlapping-community-detection pytorch

stellargraph / stellargraph
geometric-deep-learning,StellarGraph - Machine Learning on Graphs
Organization: stellargraph
Home Page: https://stellargraph.readthedocs.io/
data-science deep-learning gcn geometric-deep-learning graph-analysis graph-convolutional-networks graph-data graph-machine-learning graph-neural-networks graphs heterogeneous-networks interpretability link-prediction machine-learning machine-learning-algorithms networkx python saliency-map stellargraph-library

vaticle / typedb-ml
geometric-deep-learning,TypeDB-ML is the Machine Learning integrations library for TypeDB
Organization: vaticle
Home Page: https://vaticle.com
grakn graql machine-learning artificial-intelligence ml knowledge-graph knowledgebase link-prediction relational-learning knowledge-graph-completion

vijaydwivedi75 / gnn-lspe
geometric-deep-learning,Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
User: vijaydwivedi75
Home Page: http://arxiv.org/abs/2110.07875
graph-neural-networks transformers graph-transformer positional-encoding graph-deep-learning transformer-networks attention graphs molecules gnn-lspe

vlar-group / growsp
geometric-deep-learning,🔥GrowSP in PyTorch (CVPR 2023)
Organization: vlar-group
3d 3d-scene-understanding 3d-semantic-segmentation geometric-deep-learning pointcloud self-driving unsupervised-deep-learning unsupervised-learning

vlar-group / ogc
geometric-deep-learning,🔥OGC in PyTorch (NeurIPS 2022)
Organization: vlar-group
autonomous-vehicles geometric-deep-learning object-detection object-segmentation point-cloud scene-flow-estimation scene-understanding unsupervised-learning

yochengliu / densepoint
geometric-deep-learning,DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)
User: yochengliu
artificial-intelligence deep-learning geometric-deep-learning convolutional-neural-networks 3d-convolutional-network 3d-point-clouds 3d-shape-recognition 3d-shape-segmentation normal-estimation 3d-graphics

yochengliu / relation-shape-cnn
geometric-deep-learning,Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
User: yochengliu
Home Page: https://yochengliu.github.io/Relation-Shape-CNN/
artificial-intelligence deep-learning geometric-deep-learning convolutional-neural-network 3d-convolutional-network 3d-point-clouds 3d-shape-recognition 3d-shape-segmentation normal-estimation 3d-graphics