Projects in Awesome Lists tagged with kmeans-clustering-algorithm

https://github.com/yanqiangmiffy/text-cluster

:dango: 文本聚类 k-means算法及实战

k-means k-means-clustering kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm

Last synced: 22 Apr 2025

https://github.com/pydatablog/parallelkmeans.jl

Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm

clustering julia kmeans-clustering kmeans-clustering-algorithm mlj mlj-unsupervised parallel-computing

Last synced: 06 Apr 2025

https://github.com/teddyoweh/college-students-clustering

Implementing Kmeans on a College Students database based on their iq and cgpa and using creating linear regression model to predict the clusters students belong to

algorithm-challenges kmeans-clustering kmeans-clustering-algorithm linear-regression machine-learning machine-learning-algorithms

Last synced: 09 Apr 2025

https://github.com/avannaldas/ml-from-scratch

ML Algorithm implementation from scratch for practice

kmeans-clustering-algorithm machine-learning machine-learning-algorithms machine-learning-practice python scratch-implementation

Last synced: 01 Jul 2025

https://github.com/elrizwiraswara/kmeansapp

Analysis of patient disease data using K-Means Clustering algorithm

clustering dart flutter flutter-web kmeans kmeans-clustering-algorithm

Last synced: 21 Aug 2025

https://github.com/billsioros/cmeans

A version of the K-Means Algorithm targeting the Capacitated Clustering Problem

clustering clustering-algorithm clustering-algorithms kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm vrp

Last synced: 07 May 2025

https://github.com/ahmed-ibrahim-30/parallel-programming

Parallel Programming with Mpi and Open MP

histogram-specification kmeans-clustering-algorithm mpi mpi-applications mpi-openmp openmp-optimization openmp-parallelization parallel-programming

Last synced: 12 Sep 2025

https://github.com/hxndev/k-means-on-iris-dataset

k-means clustering is a method of vector quantization, originally from signal processing, that aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean, serving as a prototype of the cluster.

code iris iris-dataset jupyter-notebook kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm python

Last synced: 31 Mar 2025

https://github.com/mohamedsebaie/algorithm-workshop-in_python-iti_clustering_project

Clustering Algorithms (KMeans, MeanShift, (Merged KMean and MeanShift) and DBSCAN)

algorithm algorithms clustering dbscan dbscan-algorithm dbscan-clustering dbscan-clustering-algorithm dbscan-clusters kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm kmeansclustering machine-learning-algorithms meanshift meanshift-clustering python unsupervised-clustering unsupervised-learning-algorithms unsupervised-machine-learning

Last synced: 09 Oct 2025

https://github.com/hlsxx/k-means-rust

The aim of this project is to implement the k-means algorithm using Rust-lang. The source code includes a parallel implementation in Rayon.

k-means k-means-clustering k-means-rust kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm kmeans-rust parallel-programming rayon rust rust-lang rust-parallel

Last synced: 05 Jul 2025

https://github.com/mleko/kmeans-clust

k-means clustering in TypeScript

clustering k-means kmeans kmeans-clustering kmeans-clustering-algorithm kmeans-plus-plus typescript

Last synced: 26 Apr 2025

https://github.com/shogunbanik18/custoseg

Custoseg is an algorithmic Marketing based Project to do Customer Segmentation using KMean Clustering Algorithm and targeted Recommendations based on each segment

data-science kmeans-clustering-algorithm machine-learning unsupervised-machine-learning

Last synced: 08 Jul 2025

https://github.com/amirzenoozi/image-color-analyzer

A Simple Color CLI Analyzer For Images

analyzer chart cli color color-analysis color-palette color-scheme fastapi kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm matplotlib numpy opencv python python-script python3 telegram-bot uvicorn

Last synced: 09 Oct 2025

https://github.com/deva-246/apo-agriculture-production-optimizer

Using Kmeans clustering and Logistic Regression Algorithm

kmeans-clustering-algorithm logistic-regression machine-learning machinelearning-python python3 recomendation-system

Last synced: 29 Jun 2025

https://github.com/aryangupta-09/kmeans-using-mapreduce

K-means clustering algorithm using MapReduce.

distributed-systems grpc grpc-python k-means k-means-algorithm k-means-clustering k-means-implementation k-means-implementation-in-python kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm map-reduce mapreduce mapreduce-algorithm mapreduce-python protobuf-python protobuf3 protocol-buffers remote-communication

Last synced: 23 Feb 2025

https://github.com/kiarashvosough1999/ompkmeans

KMeans With OMP Parallelization

clustering cpp kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm omp omp-parallel parallel-computing parallel-processing parallel-programming

Last synced: 24 Mar 2025

https://github.com/kmbuki/cluster_analysis

Cluster analysis - using different approaches

cluster-analysis clustering-application clustering-methods dendextend iris iris-data iris-dataset iris-flower-data kmeans kmeans-clustering-algorithm python r

Last synced: 11 Mar 2025

https://github.com/abdelrahman13-coder/unsupervised-machine-learning

Implementing Unsupervised machine learning algorithms from scratch and using them in various applications

kmeans-clustering-algorithm naive-bayes-classifier naive-bayes-implementation pca-algorithm pca-implementation t-sne

Last synced: 07 Oct 2025

https://github.com/nthaihoc/rfm-segmentation-ml

An automatic machine learning based customer segmentation model with RFM analysis at ICTA conference 2024

customer-segmentation hadoop kmeans-clustering-algorithm machine-learning mllib rfm-analysis spark

Last synced: 17 Jun 2025

https://github.com/zeyadetman/k-meansalgorithm

K-Means Algorithm implemented using sequential and parallel algorithms.

cs-projects k-means k-means-clustering k-means-plus-plus kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm kmeans-plus-plus

Last synced: 10 Mar 2025

https://github.com/kizman-23/unsupervised_models

underlining patterns and relationship between data

kmeans-clustering-algorithm unsupervised-clustering unsupervised-machine-learning

Last synced: 18 Feb 2025

https://github.com/shamikaredkar/kmeans-algorithm-visualizer

The K-Means Visualizer is an interactive web application designed to help users understand and visualize the K-Means clustering algorithm. Through an intuitive interface, users can experiment with different numbers of data points and clusters, and observe how the algorithm iteratively updates centroids and assigns data points to clusters.

bulma css html interactive-visualizations interactive-webpage javascript jquery kmeans kmeans-clustering kmeans-clustering-algorithm machine-learning machine-learning-algorithms ui-design

Last synced: 27 Mar 2025

https://github.com/abhinav330/unsupervised-learning-groping-of-schools

This Python notebook demonstrates an exploratory data analysis (EDA) and clustering exercise using the pandas, seaborn, and matplotlib libraries. The code works with a dataset called 'College_Data' and explores college-related attributes, including 'Private' status, graduation rates, and enrollment data.

data-science kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm machine-learning python unsupervised-learning

Last synced: 10 Sep 2025

https://github.com/jeroldwilson44/customer-segmentation-using-clustering

This project focuses on segmenting customers based on their spending behavior, age, income, and preferences using clustering algorithms like K-Means and Hierarchical Clustering. The outcome is a system that helps businesses understand different groups of customers to better tailor their marketing strategies.

clustering-algorithm customer-segmentation data-analysis data-visualization dbscan-clustering dimensionality-reduction docker dvc flask kmeans-clustering kmeans-clustering-algorithm machine-learning mlflow scikit-learn

Last synced: 25 Jun 2025

https://github.com/ljadhav25/k-means-clustering-data-science-

K-means clustering is a popular unsupervised machine learning algorithm used for partitioning a dataset into a pre-defined number of clusters. The goal is to group similar data points together and discover underlying patterns or structures within the data.

data-science dataanalysis kmeans-clustering-algorithm machine-learning matplotlib pandas python

Last synced: 16 Jul 2025

https://github.com/shivabajelan/cryptoclustering

This project applies K-means algorithm to group cryptocurrencies based on 24-hour and 7-day price changes. It also investigates the impact of dimensionality reduction using PCA on clustering outcomes.

clustering kmeans-clustering-algorithm pca-analysis python unsupervised-machine-learning

Last synced: 05 Mar 2025

https://github.com/taimoorzaeem/k-means-clustering

Implemented K-means algorithm and used it for image compression.

clustering jupyter-notebook kmeans kmeans-clustering kmeans-clustering-algorithm kmeans-python python

Last synced: 04 Nov 2025

https://github.com/fasyamazaya/case-based-2_project

Mata Kuliah : Machine Learning ( Pembelajaran Mesin )

kmeans kmeans-clustering kmeans-clustering-algorithm

Last synced: 22 Mar 2025

https://github.com/dpgitaccount/project-customer-segmentation-analysis-with-power-bi

This project segments customers based on their purchasing behavior to identify different target groups. It demonstrates skills in data analysis, clustering, and visualization using Power BI.

kmeans-clustering-algorithm linear-regression numpy pandas powerbi python seaborn segmentation

Last synced: 05 Mar 2025

https://github.com/bottomsnode/sct_ml_2

This Python script demonstrates how to perform customer segmentation using K-Means clustering based on annual income and spending score.

kmeans-clustering-algorithm matplotlib pandas-python scikitlearn-machine-learning

Last synced: 12 Mar 2025

https://github.com/znreza/unsupervised_learning

This repository contains codes for running k-means clustering and Gaussian Mixture Model based Expectation Maximization classification algorithms on large dataset in python

best-value-for-k-in-knn expectation-maximization gaussian-mixture-models kmeans-clustering kmeans-clustering-algorithm machine-learning machine-learning-algorithms number-of-clusters python python3 unsupervised-learning

Last synced: 01 Jul 2025

https://github.com/helyousfi/machine-learning

This repo contains machine different learning algorithms.

autoencoders classification-algorithms deep-learning-algorithms kmeans-clustering-algorithm knn-algorithm machine-learning-algorithms neural-networks regression-algorithms support-vector-machines

Last synced: 15 Mar 2025

https://github.com/justdvnsh/machine-learning-with-python

A collection of machine learning models with python.

data-science decision-tree-algorithm ensemble-learning kmeans-clustering-algorithm knn-algorithm machine-learning random-forest regression-algorithms supervised-learning unsupervised-machine-learning

Last synced: 01 Apr 2025

https://github.com/surtecha/clustercraft

Implementation of k-means clustering algorithm from scratch.

good-first-issue hacktoberfest hacktoberfest-accepted kmeans-clustering-algorithm python3

Last synced: 04 Mar 2025

https://github.com/shourya1997/k-means-color-clustering

The program partitions and clusters the pixel intentsities of a RGB image.

kmeans-clustering-algorithm opencv-python python

Last synced: 27 Feb 2025

https://github.com/sajjad425/kmeans_clustering

The dataset includes the following columns: Id, SepalLengthCm, SepalWidthCm, PetalLengthCm, PetalWidthCm, and Species. We will use the Sepal and Petal measurements to predict the optimum number of clusters using the KMeans algorithm.

kmeans-clustering kmeans-clustering-algorithm

Last synced: 11 Mar 2025