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egordm / packages / tch_geometric 0.1.0

Pytorch Geometric extension library with additional graph sampling algorithms.

Installers

  • linux-64 v0.1.0

conda install

To install this package run one of the following:
conda install egordm::tch_geometric

Description

tch-geometric

License CI PyPI version

Pytorch Geometric extension library

FeaturesInstallationExamples

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


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