data_info
Data source information.
- graph_datasets.data_info.SDCN_URL = 'https://github.com/bdy9527/SDCN/blob/da6bb007b7'
Downloading url of datasets in paper SDCN.
- graph_datasets.data_info.COLA_URL = 'https://github.com/GRAND-Lab/CoLA/blob/main'
Downloading url of datasets in paper CoLA.
- graph_datasets.data_info.LINKX_URL = 'https://github.com/CUAI/Non-Homophily-Large-Scale/blob/82f8f05c5c/data'
Downloading url of datasets in paper LINKX.
- graph_datasets.data_info.CRITICAL_URL = 'https://github.com/yandex-research/heterophilous-graphs/blob/a431395/data'
Downloading url of datasets in paper A Critical Look at the Evaluation of GNNs Under Heterophily: Are We Really Making Progress?*.
- graph_datasets.data_info.PYG_DATASETS = ['cora', 'citeseer', 'pubmed', 'corafull', 'reddit', 'chameleon', 'squirrel', 'actor', 'cornell', 'texas', 'wisconsin', 'computers', 'photo', 'cs', 'physics', 'wikics']
Supported datasets of pyG.
Note
- main difference of dgl and pyG datasets
dgl has self-loops while pyG removes them.
dgl row normalizes features while pyG does not.
- graph_datasets.data_info.DGL_DATASETS = ['cora', 'citeseer', 'pubmed', 'corafull', 'reddit', 'chameleon', 'squirrel', 'actor', 'cornell', 'texas', 'wisconsin']
Supported datasets of dgl.
- graph_datasets.data_info.LINKX_DATASETS = ['snap-patents', 'pokec', 'genius', 'arxiv-year', 'Penn94', 'twitch-gamers', 'wiki', 'cornell', 'chameleon', 'film', 'squirrel', 'texas', 'wisconsin', 'yelp-chi', 'deezer-europe', 'Amherst41', 'Cornell5', 'Johns Hopkins55', 'Reed98']
Datasets in paper LINKX.
- graph_datasets.data_info.CRITICAL_DATASETS = ['roman-empire', 'amazon-ratings', 'minesweeper', 'tolokers', 'questions', 'squirrel', 'chameleon']
Datasets in paper A Critical Look at the Evaluation of GNNs Under Heterophily: Are We Really Making Progress?*.