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algo@hhu

Here you can find projects developed at the Algorithms and Data Structures Group of the Heinrich Heine University Düsseldorf.

If you want to try out some of the algorithms on small data (such as the fair K-Means clustering or the coreset clustering), you can use our Clustering Toolkit: https://clustering-toolkit.algo.hhu.de/. You can either upload your own data set or use a data set from the UCI Machine Learning Repository.

Popular repositories Loading

  1. FLSpp FLSpp Public

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

    C++ 4 1

  2. bico bico Public

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

    C++ 1

  3. paretoClustering paretoClustering Public

    C++

  4. k-min-sum-radii k-min-sum-radii Public

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

    C++

  5. fair-kmeans 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 t…

    C++

  6. .github .github Public

Repositories

Showing 8 of 8 repositories
  • exact-kmeans Public

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

    algo-hhu/exact-kmeans’s past year of commit activity
    Python 0 MIT 0 3 0 Updated Sep 30, 2024
  • k-min-sum-radii Public

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

    algo-hhu/k-min-sum-radii’s past year of commit activity
    C++ 0 GPL-3.0 0 1 0 Updated Sep 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.

    algo-hhu/fair-kmeans’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Sep 2, 2024
  • FLSpp Public

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

    algo-hhu/FLSpp’s past year of commit activity
    C++ 4 MIT 1 1 1 Updated Aug 23, 2024
  • chatgpt-maxflow-evaluation Public archive

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

    algo-hhu/chatgpt-maxflow-evaluation’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Aug 18, 2024
  • bico Public

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

    algo-hhu/bico’s past year of commit activity
    C++ 1 GPL-3.0 0 0 0 Updated Jul 19, 2024
  • .github Public
    algo-hhu/.github’s past year of commit activity
    0 0 0 0 Updated Jul 17, 2024
  • algo-hhu/paretoClustering’s past year of commit activity
    C++ 0 0 0 0 Updated May 22, 2024

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