Networks

NetworkX vs RetworkX vs cuGraph vs IGraph vs Snap

conda env create -f network/env.yml
conda activate adsb_network
conda install -c rapidsai -c nvidia -c conda-forge cugraph=22.08 python=3.9 cudatoolkit=11.5
python network/bench.py

Links

• All NetworkX algos: docs

• All cuGraph algos: docs

Other Benchmarks

• https://www.timlrx.com/blog/benchmark-of-popular-graph-network-packages-v2