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adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

anyq

FAQ-based Question Answering System

arope

This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

cail

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

cppjieba

"结巴"中文分词的C++版本

deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://deepgcns.org

deepwalk

DeepWalk - Deep Learning for Graphs

dgl

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

dispatch_management

exercise-1

exercise for nndl

fastgcn

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

five-in-a-row

A classic Chinese board game built with React and Socket.io.

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

glove

GloVe model for distributed word representation

google-research

Google AI Research

graphwave

han

Heterogeneous Graph Neural Network

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kdd2019_hetgnn

code of HetGNN

line

LINE: Large-scale information network embedding

lstm-crf-pytorch

LSTM-CRF in PyTorch

m-nmf

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

meta-gnn

Implementation of Meta-GNN in TensorFlow

metagraph2vec

Code for PAKDD-2018 paper "MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding"