aae_for_kg

Using Autoencoders for Knowledge Graph Embedding

advancedml

Reading list for the Advanced Machine Learning Course

attentive-factorization-machine

Pytorch_AFM

autocrawler

Google, Naver multiprocess image web crawler (Selenium)

awesome-deep-learning-papers

The most cited deep learning papers

bane

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

bionavi-np

Biosynthesis Navigator for Natural Products

bitcoin

bpr

BPR & APR

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

clustergcn

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

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

dbserver

연구실 홈페이지 제작

difformer-pytorch

Diffusion based transformer, in PyTorch (Experimental).

digress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

dmgi

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

dpwgan

Differentially-private Wasserstein GAN implementation in PyTorch

dualaae-ehr

Dual Adversarial Autoencoder for Generating Set-valued Sequences

edgnn

code for the paper: "A simple and powerful GNN for directed labeled graphs"

esi_hge

Implementation of Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational Inference

event2vec

Representation Learning for Heterogeneous Information Networks via Embedding Events

express_lowdb_nodejs

expressgnn

gcmc

PyTorch and PyTorch geometric based implementation of Graph Convolutional Matrix Completion.

gen

Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020).

gluon-ts

Probabilistic time series modeling in Python

gmi

Graph Representation Learning via Graphical Mutual Information Maximization

grace

[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)

graph-mlp

graph-mlpmixer

Repository for Graph MLP-Mixer