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refex-rolx's Introduction

ReFeX / RolX

ReFeX Source Files: AttributedGraph.java AttributedLink.java AttributedNode.java CalculateFeatures.java Counter.java EgonetGenerator.java Egonet.java GenerateFeatures.java LeftEgonet.java RankedRoleFinder.java RightEgonet.java TimeUtils.java

RolX Source Files: HuffmanComparator.java HuffmanCost.m MaxLloyd.m NMF_LS_FixedF.m NMF_LS_new.m NMF_MDL_Quantized.m

Shared/Utility Files: Makefile run_fixed.sh run_refex_rolx.sh sample-data README.txt

(1) run_refex_rolx.sh calls the GenerateFeatures class to generate features when the set of features is unknown. If the set of features is known, then you need to use CalculateFeatures class (run_fixed.sh demonstrates this).

(2) There are sample input data in sample-data/ directory

(3) The output are:

out-featureNames.csv: feature names extracted by ReFex out-featureValues.csv: feature values extracted by ReFex out-nodeRoles.txt: node-by-role matrix out-roleFeatures.txt: role-by-feature matrix out-ids.txt: each line is the nodeID for the corresponding row in out-nodeRoles

Notes

For descriptions of the feature naming convention, see Egonet.java.

Release

ReFeX / RolX is released under an LGPL license. For more details see the LICENSE file.

ReFeX: LLNL-CODE-665875 RolX: LLNL-CODE-665876

refex-rolx's People

Contributors

ianlee1521 avatar

Stargazers

Tim LaRock avatar  avatar Nico avatar Hao Gao avatar

Watchers

Martin Schulz avatar  avatar James Cloos avatar Dong H. Ahn avatar Katrina Trujillo avatar  avatar

Forkers

jugander

refex-rolx's Issues

Can we use refex-rolx on large graphs?

We have a billion node business graph and are interested in trying refex-rolx for node discovery. We could partition our graph, but need to understand how well this algorithm scales on large networks.

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