ggfm.datasetsΒΆ

ggfm.datasets.OAG_CS

The OAG-CS dataset is a subgraph of the Open Academic Graph (OAG) focusing on the Computer Science (CS) domain.

ggfm.datasets.MAG

The Microsoft Academic Graph (MAG) is a comprehensive dataset that encompasses a vast collection of academic publications, authors, conferences, journals, and citation relationships.

ggfm.datasets.PubMed

The PubMed dataset is a comprehensive collection of biomedical literature, including research articles, clinical studies, and reviews.

ggfm.datasets.DBLP

A subset of the DBLP computer science bibliography website, as collected in the "MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding" paper.

ggfm.datasets.CiteSeer

The CiteSeer dataset is a widely used benchmark in graph neural network research, comprising 3,312 scientific publications in the field of computer science.

ggfm.datasets.cora

The Cora dataset is a widely used benchmark in graph neural network research, comprising 2,708 scientific publications in the field of machine learning.

ggfm.datasets.AMiner

The heterogeneous AMiner dataset from the "metapath2vec: Scalable Representation Learning for Heterogeneous Networks" paper, consisting of nodes from type "paper", "author" and "venue".

ggfm.datasets.IMDB

The IMDb dataset is a comprehensive collection of movie-related information, including details about movies, TV series, podcasts, home videos, video games, and streaming content.

ggfm.datasets.LastFM

The Last.fm dataset is a comprehensive collection of user listening histories from the Last.fm music platform.

ggfm.datasets.YELP

The Yelp Open Dataset is a comprehensive collection of data from the Yelp platform, including information about businesses, user reviews, and user interactions.

ggfm.datasets.Amazon

The Amazon Computers and Amazon Photo networks from the "Pitfalls of Graph Neural Network Evaluation" paper.