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Shannon's Projects

dgi icon dgi

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

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graphembedding icon graphembedding

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

grarep icon grarep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

line icon line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

ranksys icon ranksys

Java 8 Recommender Systems framework for novelty, diversity and much more

recbole icon recbole

A unified, comprehensive and efficient recommendation library

rsalgorithms icon rsalgorithms

Some algorithms about traditional and social recommendation.

rspapers icon rspapers

A Curated List of Must-read Papers on Recommender System.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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