NedChen's repositories
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
AwesomeFakeNews
This repository contains recent research on fake news.
Black-Swan
KDD CUP 2017
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
deeplearningbook-chinese
Deep Learning Book Chinese Translation
DiffusionPapers
Paper List of Information Diffusion Prediction
GCAN
Official implementation of GCAN model(ACL2020)
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
lamp
First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
NeuralProcesses
Neural Processes implementation for 1D regression
NRLPapers
Must-read papers on network representation learning (NRL)/network embedding (NE)
ntds_2017
Material for the EPFL master course "A Network Tour of Data Science"
population-gcn
Graph CNNs for population graphs
SignalGraph
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.