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  1. Parallel-Ultrametric Parallel-Ultrametric Public

    Calculation of ultrametric matrix, data clusterability, single-link hierarchical clustering. A novel GPU based approach embeded with PyTorch framework.

    Jupyter Notebook 1

  2. global_kmeans global_kmeans Public

    A Scalable Deterministic Global Optimization Algorithm for Clustering Problems. Accepted ICML2021

    Julia 4 2

  3. YankaiGroup/global_kcenter YankaiGroup/global_kcenter Public

    The global branch and bound algorithm for K-Center Clustering.

    Julia 2

  4. YankaiGroup/optimal_decision_tree YankaiGroup/optimal_decision_tree Public

    A Deterministic Global Optimization Training Algorithm for Decision Tree Problem

    Julia 4 1