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adgcn

Pytorch Implementation for paper "Adversarial Graph Disentanglement"

arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

awesome-graph-classification

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

bane

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

dbgan

[CVPR2020] Tensorflow implementation for paper ''Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning''

dbgan-1

Distribution-induced Bidirectional GAN

dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

dpp

Determinantal point process

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

imgaug

Image augmentation for machine learning experiments.

mmgl

Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)

multilayer_gcn

nfgnn

Code for paper 'Node-oriented Spectral Filtering for Graph Neural Networks'

product_hgcn

adapted from Hyperbolic Graph Convolutional Networks in PyTorch https://github.com/HazyResearch/hgcn

pygsp

Graph Signal Processing in Python

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-hed

a reimplementation of Holistically-Nested Edge Detection in PyTorch

srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

srn-deblur

Repository for Scale-recurrent Network for Deep Image Deblurring

stylegan

StyleGAN - Official TensorFlow Implementation