Top gcn open source projects

A distributed graph deep learning framework.

✭ 2,701

C++python CMake Yacc shell Lex c deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

Stellargraph

StellarGraph - Machine Learning on Graphs

✭ 2,235

python machine-learning machine-learning-algorithms graphs interpretability data-science deep-learning networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library

Deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

✭ 6,783

Jupyter Notebook python matlab deep-learning machine-learning pytorch tensorflow cnn gan deeplearning rnn mxnet kaggle machinelearning gcn

MulQG

Multi-hop Question Generation with Graph Convolutional Network

✭ 20

python shell graph gcn question-generation

DeepPanoContext

Official PyTorch code of DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization (ICCV 2021 Oral).

✭ 44

python panorama gcn ldif sgcn rgcn

A- Guide -to Data Sciecne from mathematics

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

✭ 25

HTML TeX data-science machine-learning deep-learning statistical-learning admm recommender-systems numerical-optimization computational-intelligence gcn model-compression learning2rank fixed-point-iteration inverse-bayesian-fomula anderson-acceleration hodgerank

mvGAE

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)

✭ 27

python graph ddi graph-convolutional-networks gcn auto-encoder multi-view drug-similarity drug-drug-interaction

st-gcn-sl

Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL) Recognition

✭ 18

python shell deep-learning gcn sign-language-recognition

LibAUC

An End-to-End Machine Learning Library to Optimize AUC (AUROC, AUPRC).

✭ 115

deep-learning tensorflow pytorch medical-imaging gcn melanoma graph-neural-networks auprc chexpert auroc auc-optimization

Literatures-on-GNN-Acceleration

A reading list for deep graph learning acceleration.

✭ 50

acceleration deep-learning graph graph-algorithms accelerator reading-list literature graph-computing graph-convolutional-networks gcn graph-neural-networks paper-list gnn

kGCN

A graph-based deep learning framework for life science

✭ 91

python Jupyter Notebook java Pawn shell HTML cheminformatics neural-networks graph-convolutional-networks gcn

PDN

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

DGL Chinese Manual

This is the Chinese manual of the graph neural network library DGL, currently contains the User Guide.

✭ 61

deep-learning gcn dgl dgl-neural-networks

Representation Learning on Graphs with Jumping Knowledge Networks

✭ 31

Jupyter Notebook graph-convolutional-networks gcn graph-neural-networks jk-net jumping-knowledge

resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

RandomX OpenCL

RandomX OpenCL implementation

✭ 26

c assembly C++Makefile opencl vega gcn polaris randomx

TDRG

Transformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021

✭ 32

python transformer gcn multi-label-image-classification

GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks.

✭ 505

information-retrieval recommendation-system recommender-system recommendation recommendation-algorithms graph-convolutional-networks gcn graph-neural-networks graph-representation-learning gnn

BGCN

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

✭ 129

python gcn bayesian-neural-networks graph-convolutional-network graph-learning graph-neural-networks graph-convolutional-neural-networks gnn bayesian-graph-neural-networks

GaitGraph

Official repository for "GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition" (ICIP'21)

✭ 68

python shell deep-learning pytorch pose-estimation gcn gait-recognition hrnet

Patch-GCN

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

✭ 63

python Jupyter Notebook gcn pathology wsi survival-prediction histopathology wsi-images mahmoodlab

ASAP

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

✭ 83

python graph-algorithms pytorch gcn graph-classification graph-neural-networks graph-convolution-network graph-pooling graph-level-representation

BCNet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Graph Neural Net

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

✭ 27

Jupyter Notebook graph ppi gcn transductive-learning ggnn inductive-learning gat graph-attention graph-neural-network mixhop

L2-GCN

[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks

✭ 26

python graph-convolutional-networks gcn learning-to-learn efficient-training

MSRGCN

Official implementation of MSR-GCN (ICCV2021 paper)

✭ 42

python frequency deep-learning pytorch multiscale deterministic discrete-cosine-transform gcn fourier-transform residuals human-motion-prediction iccv2021

GraphDeeSmartContract

Smart contract vulnerability detection using graph neural network (DR-GCN).

✭ 84

python solidity c shell vulnerability-detection gcn smart-contract graph2vec graph-neural-network

GraphMix

Code for reproducing results in GraphMix paper

✭ 64

python gcn regularizer semisupervised-learning gnn graphneuralnetwork

Top 28 gcn open source projects