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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 3