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Clustering
C++20 header-only: DBSCAN, HDBSCAN, k-means.
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Namespaces | |
| namespace | detail |
Classes | |
| class | AfkMc2Seeder |
| AFK-MC2 seeder (Bachem, Lucic, Hassani, Krause, NeurIPS 2016). More... | |
| class | AutoSeeder |
| Seeder that picks between greedy k-means++ and AFK-MC2 against workload shape. More... | |
| class | GreedyKmppSeeder |
| Greedy k-means++ seeder. More... | |
| class | LloydFusedGemm |
| Fused-argmin-GEMM Lloyd driver. More... | |
Concepts | |
| concept | LloydStrategy |
| Contract for the Lloyd driver that KMeans<T> delegates to. | |
| concept | SeederStrategy |
| Contract for the seeder that produces initial centroids for the Lloyd driver. | |
Enumerations | |
| enum class | AutoSeederMode { kSingleRun , kBestOf } |
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strong |
| Enumerator | |
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| kSingleRun | |
| kBestOf | |
Definition at line 14 of file auto_seeder.h.