Download !!hot!! — Ogbn-papers100m

: http://snap.stanford.edu/ogb/data/nodeproppred/papers100M-bin.zip. Dataset Specifications Nodes 111,059,956 papers Edges 1,614,062,356 citation links Node Features 128-dimensional vectors (averaged word embeddings) Labels 172 arXiv subject areas (for 1.5 million labeled nodes) File Size

: Standard machines often fail to load the full graph into memory. Most researchers use machines with 128 GB to 512 GB of RAM . ogbn-papers100m download

: At least 200-300 GB of free space is recommended to account for the initial zip file, extraction, and processed binary files. : http://snap

: Ensure you are using version 1.2.3 or higher to benefit from optimized binary loading. pip install ogb Use code with caution. : At least 200-300 GB of free space

By default, the OGB version only provides node embeddings. If your research requires raw titles or abstracts, these were made available following community requests on the OGB GitHub repository . Node Property Prediction - Open Graph Benchmark