community-detection-evaluation
There are 6 repositories under community-detection-evaluation topic.
benedekrozemberczki/EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
eXascaleInfolab/clubmark
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
marcottelab/super.complex
Super.Complex is a supervised machine learning algorithm for community detection in networks. It learns information from known communities and uses this information to find new communities on the network.
SeifTarekNassar/Community-Detection-Algorithms-Performance-comparison
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 it is most likely to be accurate at detection. The data was collected from the members of a university karate club by Wayne Zachary in 1977. Each node represents a member of the club, and each edge represents a tie between two members of the club. The network is undirected. The network captures 34 members of a karate club, documenting links between pairs of members who interacted outside the club. During the study a conflict arose between the administrator "John A" and instructor "Mr. Hi", which led to the split of the club into two. Half of the members formed a new club around Mr. Hi; members from the other part found a new instructor or gave up karate. Based on collected data Zachary correctly assigned all but one member of the club to the groups they joined after the split.
standardxnonconformist/community-detection-algorithms-comparision-R
A summary of the work done for the June 2021 FOSSEE Research Internship in R.
senguptaneha/DynamicBenchmarkGenerator
Benchmark Generator for Dynamic Overlapping Communities