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k-prototypes

Here are 24 public repositories matching this topic...

nicodv / kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

python scikit-learn clustering-algorithm k-modes k-prototypes

Updated Jun 19, 2024
Python

e-XpertSolutions / go-cluster

k-modes and k-prototypes clustering algorithms implementation in Go

go golang machine-learning algorithm clustering cluster clustering-algorithm k-modes k-prototypes

Updated Nov 29, 2022
Go

aniket1992 / High-Profile-Doctor-Segmentation

Segmenting High profile doctors for Pharma company for maximising returns.

mca cluster-analysis principal-component-analysis clustering-algorithm k-prototypes

Updated Apr 20, 2018
Jupyter Notebook

GlenCrawford / bank_transaction_unsupervised_clustering

Classifying bank transactions with unsupervised k-prototypes clustering.

python machine-learning clustering k-means unsupervised-machine-learning k-modes k-prototypes

Updated Feb 15, 2020
Python

pppihf / DP-K-Prototypes

K-Prototypes with Differential Privacy

clustering differential-privacy k-prototypes

Updated Feb 16, 2020
Java

soheilesm / MyPublicCodes

python git clustering svm pandas plotting kmeans-clustering pyplot k-prototypes

Updated Jan 4, 2019
Jupyter Notebook

sprcoder / Customer_Segmentation_ML

A machine learning project to predict Customers/Clients into correct segment to provide promotional information or for product advertising.

machine-learning clustering numpy classification decision-tree-classifier normalization k-prototypes sklearn-library random-sampling oversampling-technique

Updated Dec 27, 2022
Jupyter Notebook

zeinhasan / IFEST-DAC-Qualification-2022

Asal Ikut Team (Clustering Mahasiswa Untuk Evaluasi Kinerja Perguruan Tinggi Menggunakan Algoritma KModes dan K-Prototypes)

k-prototypes k-mode-clustering

Updated Mar 23, 2023
Jupyter Notebook

cckmwong-data / Customer-Segmentation

An automated end-to-end data pipeline which performs customer clustering, stores output in data warehouse, and updates a live dashboard.

bigquery powerbi k-prototypes customer-segmentation

Updated Aug 29, 2026
Jupyter Notebook

nhthaonguyen / Customer-Clustering-KPrototypes

Use case of K-prototypes algorithm for Customer Clustering.

python clustering machine-learning-algorithms k-prototypes clustering-analysis

Updated Apr 26, 2023
Jupyter Notebook

jojolebarjos / kprototypes

k-prototypes for numerical and categorical clustering

clustering python-library k-means k-modes k-prototypes

Updated Mar 30, 2024
Jupyter Notebook

mardelpozo / mental-health-tech

End-to-end machine learning pipeline designed for high-dimensional, mixed-type survey data. Implemented K-Prototypes Clustering, Factor Analysis of Mixed Data, and t-SNE manifold learning to successfully segment 1,400+ observations. Features rigorous feature engineering (ordinal encoding, MAR analysis) model validation via stability test (ARI=0.9).

python machine-learning research clustering sklearn pandas data-visualization seaborn data-analysis t-sne unsupervised-learning hierarchical-clustering k-prototypes famd

Updated Jan 22, 2026
Jupyter Notebook

RobyRiyanto / Customer-Segmentation-Python

Machine Learning Model For Customer Segmentation Using Algorithm K-Prototypes.

machine-learning k-prototypes customer-segmentation

Updated Dec 11, 2020
Jupyter Notebook

aman9801 / k-prototype-clustering-on-blood-transfusion-dataset

K-Prototype Clustering on Blood Transfusion Dataset

python clustering numpy pandas seaborn data-analysis matplotlib k-prototypes kmodes

Updated May 9, 2022
Jupyter Notebook

filipacarreira / DataMining_Project

Cluster Analysis using K-Protopytes (on categorical variables) and Hierarchical Clustering uppon K-Medoids (on numeric variables) for Marketing Campaigns

data-mining unsupervised-learning cluster-analysis k-medoids k-prototypes

Updated May 3, 2022
Jupyter Notebook

dr-irina-doroshenko / MedDataKlaster

Medical data clustering: K-Prototypes, elbow method, silhouette analysis, pairwise statistical tests, automated Word reporting. pandas, scikit-learn, kmodes.

python statistics clustering scikit-learn pandas data-analysis k-prototypes medical-data kmodes

Updated Jul 28, 2026
Python

Henrik-Kowalkowski / rClustering

Generating synthetic clusters to illustrate simple k-means and k-prototypes clustering

r simulation clustering k-means visualizations k-prototypes

Updated Apr 11, 2022
R

moloscripts / Clustering-ICT-Skills

R-implementation of clustering using mixed-type data (continous and discrete)

machine-learning clustering-algorithm r-programming unsupervised-machine-learning k-prototypes clustering-analysis rand-index

Updated Jul 19, 2022
HTML

DiogoGAndrade / ready-steady-ride-customer-segmentation

Customer segmentation for Ready, Steady Ride using K-Means (k=4) across weather, behavior and time perspectives - NOVA IMS ML project

python data-science machine-learning clustering scikit-learn k-means k-prototypes customer-segmentation nova-ims

Updated Oct 10, 2025
Jupyter Notebook

marioevargasp95 / segmentacion-clientes-kprototypes

Pipeline de segmentacion de clientes con K-Prototypes + DBSCAN. Dashboard Streamlit interactivo. 355k registros | 3 clusters | RF acc 99.65%

python data-science machine-learning clustering dbscan k-prototypes segmentacion streamlit

Updated May 12, 2026
Jupyter Notebook

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