Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

Performance-portable geometric search library

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

Browse the top 10,000 packages on PyPI with the help of vector embeddings

Fast and Efficient Implementation of HDBSCAN in C++ using STL

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

A Fast Parallel Algorithm for HDBSCAN* Clustering

HDBSCAN Tuning for BERTopic Models

HDBSCAN in C#

Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).

DBSCAN, HDBSCAN, and OPTICS clustering algorithms.

Visualization of many Clustering Algorithms, via Notebook or GUI

Text clustering: HDBSCAN is probably all you need.

A semantic search engine that transforms your documents into an intelligent, searchable knowledge base using vector embeddings and AI

cluster text embeddings with DBSCAN and HDBSCAN — parameter sweep, Excel export

Optimize clustering labels using Silhouette Score.

Data Mining project 2020/2021 @ University of Pisa

NLP on Korean news articles. Automatic topic extraction through dynamic clustering.