hdbscan-clustering-algorithm

Here are 27 public repositories matching this topic...

aws-samples / amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

Updated Apr 29, 2025
Python

marthadais / TrajectoriesCompressionAnalysis

The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel trajectories.

compression-algorithm trajectory ais-data hdbscan-clustering-algorithm

Updated Feb 7, 2023
Python

pajaskowiak / dbcv

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Density-Based Clustering Validation

clustering datasets kdd cluster-analysis clustering-evaluation 2d-data density-based-clustering dbscan-clustering hdbscan clustering-validation dbcv clustering-methods synthetic-data dbscan-clusters hdbscan-clustering-algorithm

Updated May 5, 2023
MATLAB

mbari-org / sdcat

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Sliced Detection and Clustering Analysis Toolkit - a tool to quickly find and cluster salient objects in your images for accelerated labeling

uav drone clustering object-detection plankton sahi saliency-detection deepsea yolov5 hdbscan-clustering-algorithm yolov8 yolov11

Updated Mar 19, 2026
Python

edo-pasto / Parallel-Flexible-Clustering

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The thesis presents the parallelisation of a state-of-the art clustering algorithm, FISHDBC. This objective has been achived by improving the main data structures and components of the algorithm: HNSW, MST and HDBSCAN. My contribution is based on a lock-free strategy, completely wrote in Python.

python clustering multiprocessing parallel-computing python3 concurrent-programming high-performance-computing clusters minimum-spanning-trees clustering-algorithm hdbscan clustering-methods multiprocess hnsw hnswlib clusters-detection hdbscan-clustering-algorithm hdbscan-clustering

Updated Jan 16, 2024
Python

MartinTschechne / ASL-hdbscan

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An optimized C/C++ implementation of the HDBSCAN algorithm for the course Advanced Systems Lab.

simd-instructions compiler-optimization hdbscan-clustering-algorithm cpu-optimized

Updated Dec 30, 2021
C++

felipetobars / Clustering_Jupyter

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Implementación de algoritmos de aprendizaje no supervisado para realizar clustering a los datos del sensor LIDAR del KITTI-dataset

python clustering jupyterlab ransac dbscan kitti-dataset k-means-clustering open3d kitti-3d dbscan-clustering-algorithm hdbscan-clustering-algorithm open3d-python

Updated Mar 28, 2021
Jupyter Notebook

HostServer001 / jee_mains_pyqs_data_base

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Tool to access and manage 14k+ jee main pyqs with semantic clustering

python database study reverse-engineering data-visualization pip jee data-analysis filtering sentence-embeddings oops-in-python jeeadvanced hdbscan-clustering-algorithm jeemains

Updated Feb 21, 2026
Python

kedir / GLG--Topic-Modeling-and-Document-Clustering

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Cluster documents and extract global and local topics per cluster using LDA (Latent Dirichlet Allocation) algorithm

nlp natural-language-processing named-entity-recognition nltk topic-modeling latent-dirichlet-allocation bert-embeddings tomotopy sbert hdbscan-clustering-algorithm

Updated Dec 7, 2022
Jupyter Notebook

johndef64 / grpm_bertopic

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paper: https://link.springer.com/chapter/10.1007/978-3-031-78093-6_1

natural-language-processing topic-modeling genetic-variants literature-mining nutrigenomics hdbscan-clustering-algorithm

Updated Apr 13, 2026
Jupyter Notebook

NehaPant14 / Density-based-clustering

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Density based clustering

hyperparameter-tuning dbscan density-based-clustering dbscan-clustering hdbscan dbscan-algorithm hdbscan-clustering-algorithm

Updated Jul 6, 2024
Jupyter Notebook

AlexanderMeshchaninov / Intelli_Vision_Project

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Intelli_Vision_Project

computer-vision deep-learning pca image-clustering hdbscan-clustering-algorithm

Updated Jul 30, 2025
Jupyter Notebook

SurajBhar / masterarbeit_sb

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Improved Driver Distraction Detection Using Self-Supervised Learning

transfer-learning imbalanced-data dino supervised-machine-learning unsupervised-machine-learning self-supervised-learning hdbscan-clustering-algorithm vision-transformer dinov2 weighted-random-sampling

Updated Sep 26, 2024
Jupyter Notebook

darpan-jain / sentence-embedding-clustering

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Repository for fine-tuning and clustering sentence embeddings for Food Items

natural-language-processing transformer kmeans-clustering umap sentence-embeddings sentence-transformers hdbscan-clustering-algorithm umap-hdbscan

Updated Jul 5, 2022
Jupyter Notebook

MadhukarSaiBabu / ML-for-Workforce-Analytics-Sales-Forecasting-Segmentation-Sentiment-Analysis

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Implemented machine learning across HR, Sales, Marketing, and PR to improve decision-making. Used models like XGBoost, Prophet, LSTM, clustering, and NLP to enhance retention, forecasting, segmentation, and sentiment analysis for business growth.