Optimize network preprocessing

bowang-lab / BIONIC

Biological Network Integration using Convolutions

MIT License

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Optimize network preprocessing #42

Closed duncster94 closed 2 years ago

duncster94 commented 2 years ago

The current network preprocessing implementation scales poorly to large graphs. Vectorizing various preprocessing functions (especially _create_pyg_graphs) should yield considerable speedups.