Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: k-means

Repositories

navidadelpour/radviz-VA

Visual analytics clustering with radviz and flask

Language: JavaScript - Size: 1.25 MB - Last synced: about 7 hours ago - Pushed: about 9 hours ago - Stars: 0 - Forks: 0

mbiot2022/Regression-Based-Assessment

A Regression-Based Assessment of Efficiency in Wireless Sensor Network Clustering energy efficiency study

Size: 16.6 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

kamil-sita/simple_kmeans

Simple to use KMeans Java library.

Language: Java - Size: 42 KB - Last synced: 3 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

drisskhattabi6/meteo-data-mining

This repo contains meteo-data-mining

Language: Jupyter Notebook - Size: 16.1 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

lana-toolbox/kcomp

K-means color quantization

Language: Go - Size: 53.7 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

jasonlaska/spherecluster

Clustering routines for the unit sphere

Language: Python - Size: 1.6 MB - Last synced: 1 day ago - Pushed: about 2 months ago - Stars: 328 - Forks: 76

GioStamoulos/Mnist_Analysis

Mnist dataset in specific forms (2,4,6 & 8 labels or mean brightness 2D arrays) was utilized for dimensionality reduction, clustering and classification implementations for educational purposes.

Language: Python - Size: 443 KB - Last synced: 5 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

kzampog/cilantro

A lean C++ library for working with point cloud data

Language: C++ - Size: 48.7 MB - Last synced: 4 days ago - Pushed: 9 months ago - Stars: 985 - Forks: 201

robail-yasrab/RGB_GT_Encoding

Language: Python - Size: 10.7 KB - Last synced: 6 days ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

leila-kasmi-lk150/ClusteringAlgorithms

Language: Java - Size: 120 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

mhscience/landslides_detection

Machine learning tool to detect landslides from optical satellite imagery

Language: Python - Size: 28.3 MB - Last synced: about 16 hours ago - Pushed: over 1 year ago - Stars: 83 - Forks: 29

JuliaStats/Clustering.jl

A Julia package for data clustering

Language: Julia - Size: 6.27 MB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 342 - Forks: 119

Gui-FernandesBR/PTR3311-Python

Laboratórios didáticos de Geoprocessamento - Poli-USP

Language: Jupyter Notebook - Size: 4.15 MB - Last synced: 1 day ago - Pushed: 8 days ago - Stars: 1 - Forks: 1

lucashnss/if684-clustering-project

This is the third project for the course Inteligent Systems (IF684) in CIN-UFPE. This project objective is use clustering to analyze the data of wholesale customers, which is data about a wholesale distributor.

Language: Jupyter Notebook - Size: 2.29 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

memgonzales/meta-learning-clustering

Presented at the 2022 IEEE Region 10 Conference (TENCON 2022). Our main contribution is twofold: (1) the construction of a meta-learning model for recommending a distance metric for k-means clustering and (2) a fine-grained analysis of the importance and effects of the meta-features on the model's output

Language: Jupyter Notebook - Size: 97.9 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 3 - Forks: 0

juliakubisa/laptops-clustering

K-means clustering on laptops dataset

Language: R - Size: 258 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

FallingLights/Simple-Image-Compression

Image Compression using K-Means Algorithm

Language: C - Size: 211 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

viktorstrate/k-means

Language: JavaScript - Size: 64.5 KB - Last synced: 12 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

lowhung/clustering-algorithms

Algorithms related to clustering such as k-Medians, DBSCAN as well as vector quantization.

Language: Python - Size: 618 KB - Last synced: 13 days ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0

kopach-artem/cluster-analysis-algorithms

A collection of clustering algorithms implemented in Python and C++, complete with a GUI for simulation and educational purposes, showcasing data analysis techniques." This description succinctly outlines the purpose and contents of the repository within the constraints provided.

Language: Python - Size: 1.25 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 1

urschrei/ckmeans_py

A Python package for fast 1D clustering using a Rust binary

Language: Rust - Size: 33.2 KB - Last synced: 14 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

jColeChanged/josh.meanings

A k means implementation in Clojure which supports clustering on larger than memory but smaller than storage datasets.

Language: Clojure - Size: 2.77 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 5 - Forks: 0

Aiger/ImageTools

Light image editing tool for PHP with immutable objects style

Language: PHP - Size: 344 KB - Last synced: 15 days ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

easonlai/customer_segmentation_with_rfm_k-means

This is a code sample repository to leverage the famous Online Retail dataset by UCI Machine Learning Library to perform Customer Segmentation with RFM Modelling and perform clustering by K-Means cluster algorithm.

Language: Jupyter Notebook - Size: 30.1 MB - Last synced: 16 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

brunodifranco/project-outleto-clustering

Customer loyalty program for E-commerce. Feel free to access the report in the link below.

Language: HTML - Size: 8.37 MB - Last synced: 16 days ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

castroisabel/curso-machine-learning

Exercícios do curso de machine learning realizado gratuitamente pela plataforma Dell Lead.

Language: Jupyter Notebook - Size: 1020 KB - Last synced: 17 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1

AmirMotefaker/Customer-Segmentation-using-R

Customer Segmentation using R

Language: R - Size: 26.4 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 1 - Forks: 0

Dooping/Clustering-Siesmic-Events

Machine Learning Final Project

Language: Python - Size: 1.66 MB - Last synced: 19 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

joaomota59/redesNeuraisArtificiais

Programas usados em Redes Neurais Artificiais

Language: Python - Size: 94.7 KB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

GauravGupta0216/Machine-Learning

Machine Learning Algorithm

Language: Jupyter Notebook - Size: 813 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

NickLucche/image_segmentation

Image Segmentation using k-means, n-cuts and superpixels

Language: Jupyter Notebook - Size: 1.83 MB - Last synced: 16 days ago - Pushed: about 5 years ago - Stars: 9 - Forks: 4

cavallon/CryptoClustering

This project applies Python and unsupervised learning to predict cryptocurrency price changes over 24 hours or 7 days. It involves data preparation, clustering using K-means, and visualizing results to understand the impact of using fewer features in clustering.

Language: Jupyter Notebook - Size: 270 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

pietroluongo/haskell-clustering

Haskell project focused on multidimensional points grouping and analysis

Language: Haskell - Size: 118 KB - Last synced: 20 days ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

joshlk/k-means-constrained

K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained

Language: Jupyter Notebook - Size: 6.53 MB - Last synced: 19 days ago - Pushed: 6 months ago - Stars: 177 - Forks: 38

gittar/breathing-k-means

The "breathing k-means" algorithm with datasets and example notebooks

Language: Jupyter Notebook - Size: 44.8 MB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 84 - Forks: 6

njabdullah/Clustering-Stocks-Based-on-VaR

codes to cluster stocks into groups based on value at risk using K-Means, Agglomerative, and GMM.

Language: Jupyter Notebook - Size: 27.9 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 1 - Forks: 1

DRSY/MoTIS

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

Language: Swift - Size: 16.5 MB - Last synced: 24 days ago - Pushed: about 1 year ago - Stars: 113 - Forks: 10

phillity/Data-Mining-Machine-Learning

Data Mining and Machine Learning Algorithm Implementations

Language: Python - Size: 29.3 KB - Last synced: 26 days ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

lorenzoridolfi9/Customer-Segmentation

Cluster Analysis for segmentation the customers in the shopping mall

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

igorxaviers/knn-kmeans-mlp-react

Implementação dos algoritmos de classificação KNN, K-means e MLP

Language: JavaScript - Size: 766 KB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

victorqribeiro/groupImg

A script in python to organize your images by similarity.

Language: Python - Size: 86.9 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 222 - Forks: 35

adelelwan24/Quantum-K-Means

This project implements a quantum K-Means clustering algorithm from scratch, exploring potential speedups in distance calculations for large datasets using quantum circuits.

Language: Jupyter Notebook - Size: 77.1 KB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

tetrapod0/K-mean-Algorithm

Numpy를 이용한 간단한 K-mean

Language: Jupyter Notebook - Size: 36.1 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

carmelgafa/ml-from-scratch

ML algorithms from scratch

Language: Python - Size: 10.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 33 - Forks: 31

RubixML/Colors

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

Language: PHP - Size: 251 KB - Last synced: 13 days ago - Pushed: about 2 years ago - Stars: 15 - Forks: 3

RamezElmasry/Advanced-Media-Lab-II

Various coding solutions to computer vision problems using MATLAB.

Language: MATLAB - Size: 11.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

RamezElmasry/Machine-Learning

Coding solutions to multiple machine learning problems like image classification and clustering using different algorithms like Fisher’s Linear Discriminant, Naïve Bayes, Maximum Likelihood Estimation, and K-means

Language: Jupyter Notebook - Size: 363 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

behitek/K-means-example

k means example with java

Language: Java - Size: 7.81 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

jojolebarjos/kprototypes

k-prototypes for numerical and categorical clustering

Language: Jupyter Notebook - Size: 437 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Dentrax/Data-Mining-Algorithms

Data Mining Algorithms with C# using LINQ

Language: C# - Size: 91.8 KB - Last synced: 22 days ago - Pushed: about 6 years ago - Stars: 43 - Forks: 20

Hawmex/aut_data_and_information_analysis_project

This repository contains the files of my project for the "Data & Information Analysis" course at AUT (Tehran Polytechnic).

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

bcataldo3/UTSM_Unsupervised_ML

Unsupervised Machine Learning Course

Size: 27.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

dev-michael-schmidt/ai-k-means

k-means, an unsupervised learing and custering algorithm

Language: C++ - Size: 553 KB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

KlimentLagrangiewicz/k-means-in-Zig

An implementation of k-means algorithm in Zig

Language: Zig - Size: 8.79 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

omilab/image-color-analysis

Tool for analyzing the color histogram of a corpus of images

Language: Jupyter Notebook - Size: 645 KB - Last synced: about 2 months ago - Pushed: 12 months ago - Stars: 3 - Forks: 2

csd-auth-ftw/TargetedPromotionSpark

Language: Scala - Size: 46.9 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

yosra270/clustering-example

First steps in clustering with k-Means and hierarchical clustering.

Language: Jupyter Notebook - Size: 166 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

Wittline/Dropout-Students-Prediction

The goal of this project is to identify students at risk of dropping out the school

Language: HTML - Size: 6.91 MB - Last synced: 12 days ago - Pushed: about 3 years ago - Stars: 19 - Forks: 17

waitingcheung/PyML

A minimalistic implementation of common machine learning algorithms in Python and NumPy.

Language: Python - Size: 1.98 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

devenpatel2/segmentation

Image Segmentation using K-Means

Language: Python - Size: 1000 Bytes - Last synced: about 2 months ago - Pushed: over 8 years ago - Stars: 2 - Forks: 4

yzhan1/text-mining

Self-implemented text mining algorithms in Python

Language: Python - Size: 32.3 MB - Last synced: about 2 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

MohEsmail143/network-anomaly-detection

An attempt at the network anomaly detection task using manually implemented k-means, spectral clustering and DBSCAN algorithms, with manually implemented evaluation metrics (precision, recall, f1-score and conditional entropy) used to evaluate these algorithms.

Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Viliami/kmeans-cluster

Python visualization of k-means clustering

Language: Python - Size: 1.08 MB - Last synced: 2 months ago - Pushed: about 6 years ago - Stars: 8 - Forks: 0

ghamerly/fast-kmeans

Code to speed up k-means clustering. Originally at BaylorCS/baylorml.

Language: C++ - Size: 151 KB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 52 - Forks: 6

jumanlee/UnsupervisedLearning

The main aim of this project is to conduct a comparative analysis of two similar clustering algorithms - K-means clustering and hierachical clustering, in order to identify high-risk diabetic patients. The aim is to examine how accurately these algorithms are able to segment patient data into meaningful clusters.

Language: Jupyter Notebook - Size: 277 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

sorodocosmin/projects

This repository serves as a portfolio of my diverse collection of small and medium-sized projects, highlighting my skills and expertise in various areas.

Language: Java - Size: 1.37 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

dk9977/dominos

Identifies and chains dominos from an image.

Language: MATLAB - Size: 47.8 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Malferrari48/Reports-EDS

Reports for the course "Elaborazione di dati scientifici"

Size: 4.85 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

amirdeljouyi/Genetic-Algorithm-on-K-Means-Clustering

Implementing Genetic Algorithm on K-Means and compare with K-Means++

Language: Python - Size: 32.2 KB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 56 - Forks: 23

leiyunin/Clustering-use-BFR-algorithm

This clustering process iteratively applies K-Means on subdivided data, refining clusters through outlier identification and Mahalanobis Distance measurements, culminating in an optimized segmentation of the dataset into distinct, statistically significant clusters.

Language: Python - Size: 28.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

pajaskowiak/aucc

AUCC (Python Implementation)

Language: Python - Size: 9.77 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

brannondorsey/GloVe-experiments

GloVe word vector embedding experiments (similar to Word2Vec)

Language: Python - Size: 21.5 KB - Last synced: 29 days ago - Pushed: 10 months ago - Stars: 64 - Forks: 19

Andreza-Nascimento/Pattern-Recognition

This repository is a comprehensive archive of projects and assignments undertaken for the Pattern Recognition course (TIP8311) at the Federal University of Ceará as part of my Master's curriculum.

Language: MATLAB - Size: 594 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ANewGitHuber/Stock-Market-Clustering-Algorithms

Language: Jupyter Notebook - Size: 15 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

maksimustsinovich/k-means-cluster-analysis

DMMA laboratory work №1 - k-means cluster analysis

Language: Java - Size: 64.5 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

eliazonta/K-Means

K-Means clustering algorithm implementation with OpenMP

Language: C++ - Size: 370 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

FluveV/Milan_Thermal_Comfort_Analysis

Repository for sharing project paper on the relationship between PET and type of land use, clustering geospatial information and visualizing it. The data and indications are kindly offered (and belong to) by Transport Transform. The course is taught by D. Giuliani and M. Napolitano ( @github.com/napo )

Language: Jupyter Notebook - Size: 9.51 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

youngbryanyu/k-MeansClusteringVisualizer

Visualizer for color-based image segmentation in live-video using K-means clustering. Number of unique clusters is either automatically determined by program or can be set to a custom value. Applies thresholding to pixels in image/video before clustering. The k clusters are highlighted with randomly initialized colors.

Language: Java - Size: 16.2 MB - Last synced: 29 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

alainthierry/K-means-From-Scratch

This implementation is done for the purpose of understanding and getting an overview of clustering and K-means especially. Any suggestions for improvement are welcome or something the same way is warmly welcome.

Language: Jupyter Notebook - Size: 2.35 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Michael-M-aher/ML-Algorithms

Python implimentation of Important Machine Learning Algorithms

Language: Jupyter Notebook - Size: 868 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

Gatmatz/OutliersDetection

This project utilizes Apache Spark for outlier detection on 2D point data, employing the K-means clustering algorithm. The K-means algorithm is leveraged to group normal data points, and outliers are identified based on their deviation from the established clusters.

Language: Python - Size: 585 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0