Antonio Cavalcante

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Java implementation of HDBSCAN* and RNG-HDBSCAN*

This repository contains an implementation of CORE-SG, a replacement for the complete Mutual Reachability Graph used in density-based methods. CORE-SG can be used to speed up the computation of density-based Minimum Spanning Trees that are the based of several unsupervised and semi-supervised methods, e.g. clustering, semi-supervised clustering, semi-supervised classification and outlier detection.

A high performance implementation of HDBSCAN clustering.

A Python nearest neighbor descent for approximate nearest neighbors

Approximate nearest neighbors in Java

Unified Framework of Density-based Clustering for Semi-supervised Classification