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2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

3d-pointcloud

Papers and Datasets about Point Cloud.

3dgnn_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

cs224w_winter2021

CS224W Stanford Winter 2021 Homework solutions

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

dgcnn

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

gcnii

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

gnn4nlp-papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

gnn_note

图神经网络整理

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-ter

An official PyTorch implementation of the CVPR2020 paper "GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations".

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphrnn

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

pct

Jittor implementation of PCT:Point Cloud Transformer

pct_pytorch

Pytorch implementation of PCT: Point Cloud Transformer

planetoid

Semi-supervised learning with graph embeddings

point-gnn

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.

point-gnn.pytorch

point-transformers

Point Transformers

pointflow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

pu-gcn

PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks (CVPR2021)

reco-papers

Classic papers and resources on recommendation

rl_graph_generation

rlcode