Projects in Awesome Lists tagged with kmeans-algorithm

https://github.com/solzimer/skmeans

Super fast simple k-means implementation for unidimiensional and multidimensional data.

browser centroid cluster fast javascript k-means k-means-clustering kmeans kmeans-algorithm kmeans-clustering multidimensional nodejs unidimensional

Last synced: 11 Aug 2025

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/cmtt/kmpp

k-means clustering algorithm with k-means++ initialization.

clustering-algorithm javascript kmeans-algorithm kmeansplusplus

Last synced: 07 Oct 2025

https://github.com/goldinguy/k-means-ts

💹 K-Means clustering implementation in TypeScript

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

Last synced: 15 Apr 2025

https://github.com/davemlz/water-storage-retrieval

Semi-supervised water storage retrieval using Sentinel-2

bathymetry copernicus esa gee google-earth-engine gradient-boosting idw inverse-distance-weighting kmeans kmeans-algorithm kmeans-clustering linear-regression random-forest satellite-imagery sentinel sentinel-2 snic water water-resources water-storage-calculator

Last synced: 02 Aug 2025

https://github.com/lettier/interactivekmeans

Interactive HTML canvas based implementation of k-means.

ai cluster cluster-analysis clustering clustering-algorithm clustering-evaluation clustering-methods data-science interactive-kmeans kmeans kmeans-algorithm kmeans-clustering machine-learning machine-learning-algorithms scikit-learn

Last synced: 26 Mar 2025

https://github.com/rsalmei/tsp-essay

A fun study of some heuristics for the Travelling Salesman Problem.

algorithms clustering data-science data-visualization greedy-algorithm greedy-nn-algorithm heuristic kmeans-algorithm kmeans-clustering logistics matplotlib numpy pandas traveling-salesman traveling-salesman-problem travelling-salesman travelling-salesman-problem tsp tsp-problem two-opt

Last synced: 11 Apr 2025

https://github.com/tugot17/k-means-algorithm-from-scratch

The K-Means algorithm, written from scratch using the Python programming language

from-scratch k-means-clustering k-means-implementation-in-python kmeans-algorithm

Last synced: 11 Jul 2025

https://github.com/ipang-dwi/spk-kmeans

SPK mempergunakan clustering dengan metode KMeans - www.firstplato.com

chartjs clustering clustering-algorithm decision-support-system dss firstplato kmeans kmeans-algorithm kmeans-clustering mariadb mysql php php56 sistem-pengambil-keputusan spk

Last synced: 09 Apr 2025

https://github.com/elahe-dastan/shovel

Digging for Data :pick:

data-mining dbscan-algorithm dbscan-clustering kmeans-algorithm kmeans-clustering machine-learning machine-learning-algorithms ml regression titanic-dataset visualization

Last synced: 04 Mar 2025

https://github.com/src3453/image-converter-for-tic-80

An image converter that supports hi color.

converter fantasy-console gif kmeans-algorithm opencv python scikit-video tic80

Last synced: 12 Oct 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/lukascivil/tcc

Recommender System using movielens 100k dataset

kmeans-algorithm knn-algorithm movielens predictive-analysis recommender-system

Last synced: 18 Jun 2025

https://github.com/salamanderxing/jax-min-batch-kmeans

Jax implementation of Mini-batch K-Means algorithm

clustering-algorithm jax kmeans-algorithm mini-batch-kmeans

Last synced: 23 Apr 2025

https://github.com/goldensunliu/k-means-plus

K-means++ clustering a classification of data. It is identical to the K-means algorithm, except for the careful selection of initial conditions.

clustering-algorithm javascript kmeans-algorithm kmeans-clustering kmeansplusplus node-module

Last synced: 13 Jul 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/mr-easy/k-means

A simple visualization of K-Means algorithm in 2D

clustering kmeans-algorithm visualization

Last synced: 31 Aug 2025

https://github.com/alex-j-b/hac-text-clustering

It's the HAC algorithm that Im using to sort newspaper articles by news. You can adapt it to pretty much any type of text.

clustering-algorithm hac hierarchical-clustering kmeans kmeans-algorithm kmeans-clustering news newspaper silhouette-score text-clustering

Last synced: 25 Oct 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: 15 Apr 2026

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/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/raphaelmos/kmeansonimage

K-Means Kmeans Algorithm used on .ppm images with different libraries like OpenGL

algorithms-implemented c kmeans kmeans-algorithm kmeans-clustering

Last synced: 09 Sep 2025

https://github.com/anaagg/apispecies2

In this project you will find the code to create a Python API using Flask. The goal, to create an API that serves as data of species in Spain, where to find them, when to find them and create a model to predict where we can find species that are not in our database.

flask flask-api folium folium-choropleth-map folium-maps gbif gbif-api kmeans kmeans-algorithm kmeans-clustering maps mongodb

Last synced: 01 Mar 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/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: 25 Dec 2025

https://github.com/parallelo-ai/kmeans

kmeans algorithm with go

clustering go golang kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm

Last synced: 13 Jan 2026

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/piyushsuthar/k-means-algo

Implementation of Image segmentation using K-Means algorithm in rust.

image-processing kmeans-algorithm kmeans-clustering

Last synced: 10 Jun 2025

https://github.com/dkzhen/django-kmeans

webapp clustering using kmeans algorithm

django kmeans-algorithm python

Last synced: 13 Mar 2026

https://github.com/leskoiam/k-means_python_module_dev

2D k-means Python 2.7 module implemented in pure C

c clustering educational extension kmeans-algorithm python python-2 python-library python27

Last synced: 25 Oct 2025

https://github.com/kush1912/neural-networks

This repository consists of all the assignments i have done as a part of the neural networks lab which was a part of my curriculum.

bpnetwork classification-algorithm keras-tensorflow kmeans-algorithm neural-network perception regression-algorithms svm

Last synced: 15 Feb 2026

https://github.com/macabdul9/image-segmentation

image segmentation using K-means and K-means++ algorithm.

image-processing k-means-clustering kmeans-algorithm machine-learning-algorithms unsupervised-machine-learning

Last synced: 03 Jul 2025

https://github.com/assem-elqersh/ishihara-kmeans

A Python tool for extracting hidden numbers from Ishihara color blindness test images using a custom K-means clustering algorithm. Supports multiple color spaces (RGB, HSV, Lab, YCrCb) and includes visualization, CLI tools, and parameter optimization for enhanced accuracy.

clustering clustering-algorithm computer-vision image-processing ishihara ishihara-plates kmeans kmeans-algorithm

Last synced: 03 Feb 2026

https://github.com/larsid/soft-iot-kmeans-unidimensional

Bundle OSGI responsável pela execução do Algoritmo KMeans.

clustering kmeans-algorithm soft-iot

Last synced: 25 Dec 2025

https://github.com/ziraddingulumjanly/unsupervised-learning-implementation-on-heartattackdataset

This study aims to identify distinct subgroups within a dataset of patients with heart attack-related features using unsupervised learning techniques: k-means and Hierarchical

dataset heartattack kaggle kmeans-algorithm kmeans-clustering pca-analysis tsne-algorithm unsupervised-machine-learning

Last synced: 31 Mar 2025

https://github.com/subham-agrawall/clustering-scratch

This repository has some clustering techniques implemented from scratch to understand and grasp basic concepts.

clustering dbscan-algorithm kmeans-algorithm

Last synced: 03 Aug 2025

https://github.com/lohithgsk/flare-federated-learning-and-resilient-encryption-for-firewalls

FLARE is a novel approach to redefine the design of firewalls. Traditional firewalls generally rely on static rule sets, which can be exploited by advanced algorithms. FLARE provides a novel approac by designing Machine Learning based firewalls integrated with fedreated learning.

federated-learning firewall kmeans-algorithm logistic-regression machine-learning random-forest support-vector-machines

Last synced: 18 Sep 2025

https://github.com/tiannalopes/hockeyscore

Machine Learning with Sports

kmeans-algorithm knearest-neighbor-algorithm machine python

Last synced: 22 Feb 2025

https://github.com/adewija/k-means

This is code for make classification using K-Means Method in Java

clustering java kmeans-algorithm

Last synced: 22 Mar 2025

https://github.com/jayshkhan/kmeanvisualizing

This project implements a K-means clustering algorithm with data visualization using Matplotlib and SciPy, including an Elbow method for optimal cluster determination and animated visualizations of the clustering process. It generates random data, performs clustering, and visualizes the results with cluster boundaries.

ai kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm machine-learning-algorithms visulization

Last synced: 26 Jan 2026

https://github.com/vickumar1981/speciousnews

News feed aggregator using k-means clustering

django hacktoberfest hacktoberfest-accepted hacktoberfest2021 kmeans-algorithm kmeans-clustering latent-semantic-analysis news news-aggregator news-articles news-websites newsfeed website

Last synced: 26 Apr 2026

https://github.com/bradsec/gokmeans

Go K-Means Image Color Separation Dominant Color Finder written in Go

go golang image-colors image-processing kmeans kmeans-algorithm kmeans-clustering

Last synced: 25 Feb 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