Features • Installation • Examples

Features

Pytorch Geometric extension library with additional graph sampling algorithms.

Supports:

• Node2Vec (random_walk)
• Temporal Random Walk (temporal_random_walk)
• Biased Temporal Random Walk (CTDNE) (biased_tempo_random_walk)
• Negative Sampling (negative_sample_neighbors_homogenous and negative_sample_neighbors_heterogenous)
• GraphSAGE budget sampling (budget_sampling)
• Temporal Heterogenous Graph Transformer (HGT) sampling (hgt_sampling)
• GraphSAGE (neighbor_sampling_heterogenous and neighbor_sampling_homogenous)

TODO:

• Cite appropriately
• Add usage guide

Examples

Check examples folder