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active-learning-workshop

Active Learning Workshop Materials

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

amss

Patent is under reviewing. Manuscript is under 2nd reviewing.

an2vec

Bringing node2vec and word2vec together for cool stuff

attributed-graph-data

Attributed graph datasets with ground truth clusters

awesome-community-detection

An awesome collection of community detection papers with implementations.

awesome-graph-embedding

Awesome Graph Embedding Techinques

awesome-graph-embedding-1

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

awesome-network-embedding

A curated list of network embedding techniques.

clustering4ever

C4E, the Scala and Scala / Spark LIPN Big Data Clustering Library gathering scalable algorithms and quality measures.

cnn-graph-classification

A convolutional neural network for graph classification in PyTorch

cpbook-code

CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)

deepinf

DeepInf: Social Influence Prediction with Deep Learning

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dhin-prep

dltk

Deep Learning Toolkit for Medical Image Analysis

fusedpca

:exclamation: This is a read-only mirror of the CRAN R package repository. FusedPCA — Community Detection via Fused Principal Component Analysis

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn_tutorial

A tutorial on Graph Convolutional Neural Networks

gmnn

Graph Markov Neural Networks

graph-based-deep-learning-literature

graph_datasets

A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).

graphite

Code for Graphite iterative graph generation

gunet

Pytorch implementation of Graph U-Nets (ICML19)

hin-datasets-for-recommendation-and-network-embedding

Heterogeneous Information Network Datasets for Recommendation and Network Embedding

laomiao_app

lds-gnn

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

ncaa

The source code of our manuscript, the complete file will be upload until our patent is accepted.

ned-graphs