IVF Hierarchical KMeans Flush & Merge #128675
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…algorithm to better partitionin the space when running ivf on flush and merge
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Adding a hierarchical kmeans algorithm to replace our current kmeans clustering approach. hkmeans does a better job of partitioning space by selecting a fixed number of top level partitions and then recursively splitting those partitions based on clustering the underlying vectors.