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Projects in Awesome Lists tagged with gnns
A curated list of projects in awesome lists tagged with gnns .
https://github.com/aspirincode/papers-for-molecular-design-using-dl
List of molecular design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
Last synced: 01 Dec 2024
https://github.com/AspirinCode/papers-for-molecular-design-using-DL
List of molecular design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
Last synced: 26 Oct 2024
https://github.com/chingyaoc/ggnn.pytorch
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
Last synced: 30 Oct 2024
https://github.com/yanx27/3dgnn_pytorch
3D Graph Neural Networks for RGBD Semantic Segmentation
gnns point-cloud pytorch rgbd segmentation
Last synced: 21 Nov 2024
https://github.com/yanx27/3DGNN_pytorch
3D Graph Neural Networks for RGBD Semantic Segmentation
gnns point-cloud pytorch rgbd segmentation
Last synced: 28 Oct 2024
https://github.com/basiralab/GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
biomarker brain-connectivity brain-disorders brain-gnn gans geometric-deep-learning gnn gnns graph-fusion graph-integration graph-neural-network graph-prediction graph-superresolution graph-synthesis graph-timeseries network-neuroscience predictive-intelligence
Last synced: 12 Nov 2024
https://github.com/fedml-ai/fedgraphnn
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow
Last synced: 18 Dec 2024
https://github.com/tech-srl/bottleneck
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
bottleneck gnns graph networks neural of on over-squashing oversquashing the
Last synced: 08 Nov 2024
https://github.com/nianticlabs/relpose-gnn
[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.
3dv2021 computer-vision deep-learning eth-zurich gnn gnns graph-neural-networks machine-learning machine-vision niantic pose-estimation relative-position relocalisation relocalization ucl
Last synced: 15 Nov 2024
https://github.com/sherylhyx/sssnet_signed_clustering
Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.
clustering deep-learning gnns graph-algorithms graph-neural-networks pytorch signed-network-embedding signed-networks social-network-analysis
Last synced: 15 Oct 2024
https://github.com/aspirincode/genippi
Interface-aware molecular generative framework for protein-protein interaction modulators
cwgan-gp drug-design genippi gnns molecular-generative-models protein-protein-interaction protein-protein-interface qed qeppi
Last synced: 01 Dec 2024
https://github.com/jkminder/salsa-clrs
Implementation of "SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning". SALSA-CLRS is an extension to the original clrs package, prioritizing scalability and the utilization of sparse representations. It provides pytorch based PyG datasets and dataloaders.
Last synced: 16 Dec 2024
https://github.com/claudmor/gravity_gae_torch_geometric
Pytorch Geometric implementation of the "Gravity-Inspired Graph Autoencoders for Directed Link Prediction" paper.
autoencoder deep-learning gnn-algorithm gnn-model gnns graphneuralnetwork machine-learning statistics
Last synced: 30 Oct 2024
https://github.com/alexander-belyi/gnns
GNN-style algorithm for community detection
community-detection gnns modularity network-analysis
Last synced: 27 Oct 2024
https://github.com/angelonazzaro/contrastive-3d-protein-prediction
A contrastive approach for 3d protein prediction.
bioinformatics contrastive-learning deep-learning gnns protein protein-structure
Last synced: 07 Nov 2024
https://github.com/giuliacassara/gnnlearning
Collection of GNN architectures for 3D shapes and graphs using NN Template
3d-geometry deep-learning gnns pytorch-lightning
Last synced: 13 Nov 2024
https://github.com/lupusruber/protein-function-annotation-project
This project implements models for Protein-Protein Interaction (PPI) prediction, focusing on graph-based methods such as the SOTA GNN model call GIPA.
Last synced: 17 Dec 2024
