GraphDatasets.jl: Julia Package for Automated Graph Data Retrieval

Created by simonschoelly in 2021, Graphdatasets.Jl provides a programmatic interface for retrieving graph-structured data for classification and kernel analysis. The package facilitates the download of multiple graph datasets specifically formatted for use within the JuliaGraphs and LightGraphs.jl software ecosystems.

Use Cases

• Training graph classification models using the provided graph-level labels
• Evaluating graph-kernel performance on structural features compatible with LightGraphs.jl
• Benchmarking network analysis algorithms on standardized graph-structured data

Strengths

• Native compatibility with LightGraphs.jl structures
• MIT licensed for open redistribution
• Supports graph-classification and graph-kernel task labels

Limitations

• Temporal staleness as the repository has not been updated since 2021
• Lack of descriptive metadata regarding the specific number of graphs or nodes per dataset

Provenance

Source

GitHub repository (simonschoelly/Graphdatasets.jl)

Collection Method

Programmatic aggregation

Freshness

Last updated November 2021; no recent maintenance activity recorded.