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community-detection-evaluation

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EgoSplitting

benedekrozemberczki / EgoSplitting

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A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).

machine-learning deep-learning clustering machine-learning-algorithms community-detection networkx kdd community-detection-algorithm igraph graph-clustering louvain-algorithm fuzzy-clustering ego-network louvain-community-detection louvain-method community-detection-evaluation ego-networks graph-clustering-algorithm fast-clustering persona-graph
  • Updated Mar 18, 2023
  • Python

SeifTarekNassar / Community-Detection-Algorithms-Performance-comparison

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The implementation was done using python networkx and matplot libraries. Zachary karate club dataset is used as a benchmark dataset between the different community detection algorithms. Karate is the well-known and much-used dataset to benchmark algorithms as ground truth of it is two so if a detection algorithm is close to these two sets, then …

algorithm community-detection dataset community-detection-evaluation community-detection-algorithms
  • Updated Jul 17, 2022
  • Python

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