kmedoids

Projeto de clusterização de clientes para estratégias de marketing. Utiliza PCA para redução de dimensionalidade, tratamento de outliers com Winsorization e algoritmo K-Medoids para identificar perfis de consumo distintos.

python clustering kmeans unsupervised-learning marketing-analytics kmedoids

Updated Dec 27, 2025
Jupyter Notebook

Palinody / FFCL

Star 2

FFCL: Flexible and (probably not the) fast(est) c++ clustering library.

kmeans dbscan hdbscan kdtree kmedoids fastermsc fasterpam hamerly

Updated Jan 11, 2025
C++

chris-santiago / kmeans

Star 1

A simple implementation of K-Means & K-Medoids Clustering

clustering kmeans clustering-algorithm kmedoids

Updated May 20, 2020
Python

alexandertiopan1212 / Streamlit_App_Clustering_Training_Customer

Star 1

Interactive customer segmentation app using KMeans and KMedoids clustering on alumni training data from POLTEKPEL Banten, powered by Streamlit.

python clustering kmeans customer-segmentation kmedoids streamlit

Updated Apr 10, 2025
Python

21Oli / mall-customer-clustering-comparison

Star 1

Comparative analysis of K-Means, K-Medoids, DBSCAN, and Gaussian Mixture Model clustering algorithms for mall customer segmentation.

python data-science machine-learning clustering jupyter-notebook gaussian-mixture-models kmeans unsupervised-learning dbscan customer-segmentation kmedoids

Updated Jul 24, 2026
Jupyter Notebook

karindaamelia / Clustering_KMeans_KMedoids_Silhouette_Coefficient

Star 1

A web-based clustering application developed for my undergraduate thesis, utilizing K-Means and K-Medoids algorithms with Silhouette Coefficient optimization. Features include CSV input, exploratory data analysis (EDA), automated preprocessing, and result visualizations.

machine-learning data-mining clustering kmeans unsupervised-learning kmedoids silhouette-score silhouette-coefficient

Updated Jul 27, 2024
Python

Neloy-Barman / Customer-Purchase-Behavior-Prediction-

Star 0

Performing and deploying clustering algorithm on an unsupervised dataset

machine-learning clustering pca ensemble kmeans kmedoids

Updated Apr 22, 2024
Jupyter Notebook

siminliao / Clustering-Airline-Customer

Star 0

Explore multiple clustering techniques to identify customer clusters for airline client

clustering gaussian-mixture-models kmeans kmedoids

Updated Apr 18, 2023
Jupyter Notebook

vettorefburana / Clustering-Algorithms

Star 0

A comparison of centroid-based, density-based and hierarchical clustering algorithms

docker clustering kmeans unsupervised-learning hierarchical-clustering kmedoids gaussian-mixtures

Updated Dec 19, 2021
R

somenath203 / Clustering-News-Unsupervised-Machine-Learning

Star 0

Click the link below to checkout the swagger docs of the project

machine-learning news cluster render kmeans unsupervised-machine-learning agglomerative-clustering kmedoids fake-news-detection

Updated Nov 23, 2023
Jupyter Notebook

wnoyan / Cluster-Analysis

Star 0

A comparison on different clustering algorithms using different datasets with performance measurements is shown here.

kmeans cluster-analysis dbscan agnes unsupervised-machine-learning clustering-methods kmedoids birch clustering-algorithms

Updated Sep 5, 2021
Jupyter Notebook

fevzibabaoglu / spotify-album-images

Star 0

Spotify Playlist Album Color Clustering

spotify clustering spotify-api kmeans mental-health color-clustering kmedoids

Updated Jan 20, 2025
Python

IRoyalX / Clustering_and_Classification_samples

Star 0

UNI S6: K medoids, Gaussian naive bayes & dbscan on SORLIE dataset

clustering classification kmedoids-clustering dbscan dbscan-clustering kmedoids gaussiannb

Updated Jul 15, 2024
Python

srivarshan-s / K-Clustering-in-Rust

Star 0

K Clustering algorithms implemented in Rust Programming Language

rust clustering kmeans kmedoids kmodes

Updated Dec 23, 2021
Rust

AntonyPapadakis / Clustering_Data_With_Many_Methods

Star 0

This project was developed in the scope of the undergraduate course algorithmic problem solving of the NKUA. It includes 12 different implementations of clustering techniques from simple K-means to LSH/Hypercube clustering.

cpp clustering lsh kmeans hypercube kmedoids

Updated Oct 1, 2021
C++

DimFragk / Centroid-clustering-app

Star 0

Selection of the best centroid based clustering version with k-medoids and k-means

pam k-means clustering-evaluation k-medoids clustering-validation k-means-clustering kmedoids clustering-analysis calinski-harabaz-score k-medoids-clustering clustering-visualisation silhouette-score fasterpam centroid-based-clustering

Updated Jan 10, 2025
Python

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