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bico

BICO is a fast streaming algorithm to compute coresets for the k-means problem on very large sets of points.

chatgpt-maxflow-evaluation

Ergebnisse der Bachelorarbeit "Evaluation von ChatGPT-implementierten Maximalfluss-Algorithmen" von Joschua Theyhsen

exact-kmeans

Produces optimal k-means solutions for small instances and small k.

fair-kmeans

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.

flspp

Implementation of the FLS++ algorithm for K-Means clustering.

k-min-sum-radii

kMSR provides a selection of algorithms to solve the k-Min-Sum-Radii problem.