Other: Add sparse KG representation output

callahantiff / PheKnowLator

PheKnowLator: Heterogeneous Biomedical Knowledge Graphs and Benchmarks Constructed Under Alternative Semantic Models

Apache License 2.0

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Closed callahantiff closed 3 years ago

callahantiff commented 3 years ago

Task Type: CODEBASE

[ ] Consider including an additional KG output format that is sparse. A sparse representation is needed for most graph representation learning algorithms and significantly decreases the time to load the graph into memory

Libraries to Consider: CSRGraph

callahantiff commented 3 years ago

Not really relevant at this time. Will re-open once the validation is complete and consider adding support for the best performing algorithms.