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@uef-machine-learning

UEF Machine Learning

Machine Learning Group - University of Eastern Finland

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  1. fastdp fastdp Public

    Fast variant of Density Peaks clustering

    C 16 5

  2. Balanced_k-Means_Revisited Balanced_k-Means_Revisited Public

    Balanced k-Means Revisited algorithm

    C 10 1

  3. gclu gclu Public

    Graph Clustering

    C 4 1

  4. tspgclu tspgclu Public

    Fast but accurate approximation of Ward's agglomerative clustering using a fully connected TSP graph

    C 4

  5. MeanShift MeanShift Public

    Mean-shift and Medoid-shift for outlier detection (Paper: http://cs.uef.fi/sipu/pub/FSDM2595.pdf)

    Python 3

  6. C-SIM C-SIM Public

    C-SIM similarity measure for (GPS) trajectories

    Java 3 2

Repositories

Showing 10 of 19 repositories
  • density-based-clustering Public

    density based clustering

    uef-machine-learning/density-based-clustering’s past year of commit activity
    0 0 0 0 Updated Apr 14, 2025
  • tspgclu Public

    Fast but accurate approximation of Ward's agglomerative clustering using a fully connected TSP graph

    uef-machine-learning/tspgclu’s past year of commit activity
    C 4 LGPL-3.0 0 0 0 Updated Feb 26, 2025
  • hbc Public
    uef-machine-learning/hbc’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 27, 2024
  • NTN-2022 Public

    Nordic Twitter Network (NTN-2020) dataset

    uef-machine-learning/NTN-2022’s past year of commit activity
    0 0 0 0 Updated Oct 11, 2024
  • Balanced_k-Means_Revisited Public

    Balanced k-Means Revisited algorithm

    uef-machine-learning/Balanced_k-Means_Revisited’s past year of commit activity
    C 10 1 1 0 Updated May 8, 2024
  • ClusterAccuracy Public
    uef-machine-learning/ClusterAccuracy’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Mar 20, 2024
  • fastdp Public

    Fast variant of Density Peaks clustering

    uef-machine-learning/fastdp’s past year of commit activity
    C 16 LGPL-3.0 5 0 0 Updated Nov 10, 2023
  • CBModules Public

    K-Means (with 9 different initialization methods), Random Swap and Genetic Algorithm implementations

    uef-machine-learning/CBModules’s past year of commit activity
    C 2 MIT 1 0 0 Updated Sep 12, 2023
  • gclu Public

    Graph Clustering

    uef-machine-learning/gclu’s past year of commit activity
    C 4 LGPL-2.1 1 0 0 Updated Sep 5, 2023
  • ClusterEvaluation Public

    Cluster level similarity measure (Paper: https://doi.org/10.1016/j.patcog.2014.03.017)

    uef-machine-learning/ClusterEvaluation’s past year of commit activity
    C 2 MIT 0 0 0 Updated Feb 10, 2023
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