algo@hhu

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8 repositories

exact-kmeans
Public
Produces optimal k-means solutions for small instances and small k.
clustering linear-programming optimal gurobi kmeans ilp k-means exact k-means-clustering gurobipy
Python
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MIT License
•0•0•3•0•Updated Sep 30, 2024Sep 30, 2024
k-min-sum-radii
Public
kMSR provides a selection of algorithms to solve the k-Min-Sum-Radii problem.
clustering kmeans k-means gonzales k-min-sum-radii kmsr
C++
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GNU General Public License v3.0
•0•0•1•0•Updated Sep 2, 2024Sep 2, 2024
fair-kmeans
Public
Fair K-Means produces a fair clustering assignment according to the fairness definition of Chierichetti et al. Each point has a binary color, and the goal is to assign the points to clusters such that the number of points with different colors in each cluster is the same and the cost of the clusters is minimized.
clustering kmeans k-means fairness k-means-clustering kmeans-plus-plus fair-clustering
C++
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MIT License
•0•0•0•0•Updated Sep 2, 2024Sep 2, 2024
FLSpp
Public
Implementation of the FLS++ algorithm for K-Means clustering.
clustering kmeans local-search k-means k-means-clustering kmeans-plus-plus flspp
C++
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MIT License
•1•4•1•1•Updated Aug 23, 2024Aug 23, 2024
chatgpt-maxflow-evaluation
Public archive
Ergebnisse der Bachelorarbeit "Evaluation von ChatGPT-implementierten Maximalfluss-Algorithmen" von Joschua Theyhsen
C++
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MIT License
•0•0•0•0•Updated Aug 18, 2024Aug 18, 2024
bico
Public
BICO is a fast streaming algorithm to compute coresets for the k-means problem on very large sets of points.
clustering kmeans k-means k-means-clustering birch bico coresets
C++
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GNU General Public License v3.0
•0•1•0•0•Updated Jul 19, 2024Jul 19, 2024
.github
Public
0•0•0•0•Updated Jul 17, 2024Jul 17, 2024
paretoClustering
Public
C++
•0•0•0•0•Updated May 22, 2024May 22, 2024