Awesome
GraphCentrality.jl
Optimized, performance-driven centrality measures on Graphs.jl graphs.
Please note that this package is not actively maintained. Active development of centrality measures has been moved to the LightGraphs.jl project.
| Centrality Test | (order, size) | GraphCentrality.jl | NetworkX | Improvement |
|---|---|---|---|---|
| degree | (1e6, 1e7) | 0.30s | 30.7s | 99% |
| betweenness | (500, 50000) | 4.25s | 9.13s | 53% |
| closeness | (1000, 80000) | 2.18s | 12.1s | 77% |
TODO
- Finish betweenness_centrality with dijkstra
- Optimize code
- TESTS!
- New centrality measures:
- Closeness
- Load
- Eigenvector
- Current flow betweenness?
- Current flow closeness?