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

GitHub topics: clustering-algorithm

Teng-Qiu-Clustering/Fast-LDP-MST-Clustering-IEEE-TKDE-2022

Fast LDP-MST: an efficient density-based clustering method for large-size datasets (Teng Qiu, Yongjie Li, IEEE Transactions on Knowledge and Data Engineering, 2022)

Language: MATLAB - Size: 215 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 13 - Forks: 3

mukund14/e-commerce

Analyzing E-commerce transactions from a UK based retailer using the UCI Machine Learning Repository to group customers with similar buying patterns together using K-means clustering

Language: Jupyter Notebook - Size: 2.32 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Leox2f/credit_card_customer_segmentation

Customer segmentation analysis on credit card users to identify distinct customer groups based on their behavior and characteristics. The analysis uses unsupervised machine learning techniques, specifically K-means clustering, to group customers into meaningful segments.

Language: Jupyter Notebook - Size: 1.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

masoudshahrian/DataScience

AI Machine learning Deep learning Projects with code

Language: Jupyter Notebook - Size: 1.44 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

salar96/MEP-Orthogonal-NMF

Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 3

thuva4/Algorithms

Collection of algorithms in multiple programming languages.

Language: C++ - Size: 1.53 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 496 - Forks: 545

Marlyn-Mayienga/ML_INSIGHTS_INTO_DJIA_WINE_DATA

Exploring DJIA stock market patterns and predicting red wine quality using PCA, hierarchical clustering, and Random Forest algorithms.

Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

alvinadar/Hierarchical-Clustering

Agglomerative HC step by step concept

Language: Jupyter Notebook - Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Stefan-Endres/shgo

Simplicial Homology Global Optimization

Language: Python - Size: 42.2 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 51 - Forks: 12

hkala042/Data-Science-Projects

This repository contains HTML exports of data science projects focused on data cleaning, EDA, linear regression, clustering, and recommendation systems. Built using Pandas, NumPy, Matplotlib, Seaborn, and Scikit-learn to develop data processing and analysis skills.

Language: HTML - Size: 1.68 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Behrouz-Babaki/COP-Kmeans

A Python implementation of COP-KMEANS algorithm

Language: Python - Size: 234 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 168 - Forks: 46

davimoljo/Kmeans Fork of RyanPAlvim/Kmeans

Trabalho realizado com o objetivo de implementação do algoritmo de agrupamento K-Means em C++, utilizando apenas bibliotecas padrão, mais detalhes no README. Work carried out with the goal of implementing the K-Means clustering algorithm in C++, using only standard libraries. More details can be found in the README.

Language: C++ - Size: 196 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

temulenbd/tb-unsupervised-learning

This is for my personal reference, where I compile codes and exercises that could be useful later on.

Language: Jupyter Notebook - Size: 291 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

mariaderrico/DPA

The DPA package is the scikit-learn compatible implementation of the Density Peaks Advanced clustering algorithm. The algorithm provides robust and visual information about the clusters, their statistical reliability and their hierarchical organization.

Language: Jupyter Notebook - Size: 36.5 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 9

orrorcol/soinn

SOINN / 聚类 / 无监督聚类 / 快速 / clustering / unsupervised clustering / fast

Language: C++ - Size: 1.05 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 1

napsu/DRSmeans

Distributed Random Swap for for Minimum Sum-of-Squares Clustering

Language: Python - Size: 34.2 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

william-h-oliver/fuzzycat

A generalised soft-clustering algorithm for propagating difficult-to-quantify effects into fuzzy clusters.

Language: Python - Size: 1.35 GB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

Nandite/Pcl-Optics

C++ Implementation of the OPTICS algorithm compatible with the Point Cloud Library.

Language: C++ - Size: 4.31 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

Yeisson8A/TextClassificationSentimentsPython

Proyecto desarrollado en Python, utilizando un modelo para clasificar texto a nivel de emociones, y posteriormente una agrupación de estas clasificaciones en clústeres mediante K-Means, así como diferentes gráficos dinámicos tanto en 2D como 3D para el análisis de la información

Language: Python - Size: 3.91 KB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

kimtth/categorical-data-clustering

🫧clustering for categorical data analysis. (precomputed pairwise matrix, DBSCAN, t-SNE)

Language: Python - Size: 28.3 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

bajor/categorical-cluster

My algo and library for clustering categorical data

Language: Python - Size: 863 KB - Last synced at: about 24 hours ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Cyberoctane29/Penguins-Data-Analysis-and-Modeling

This project applies statistical modeling, including single and multiple linear regression, using Python. It covers exploratory data analysis, data cleaning, and modeling with pandas, NumPy, statsmodels, and scikit-learn. Regression analyzes relationships, while clustering identifies patterns. Seaborn visualizations enhance interpretability.

Language: Jupyter Notebook - Size: 5.15 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

william-h-oliver/astrolink

A general-purpose algorithm for finding astrophysically-relevant clusters from point-cloud data.

Language: Python - Size: 31.1 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 12 - Forks: 0

neurodata/knorR

R bindings for knor

Language: R - Size: 470 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 3

rezakj/iCellR

Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).

Language: R - Size: 68.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 122 - Forks: 19

neesjanvaneck/networkanalysis-ts

TypeScript port of the Java networkanalysis package that provides data structures and algorithms for network analysis.

Language: TypeScript - Size: 797 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 0

IBM/ibm-developer-watsonx

Storing code used in Generative AI Developer Guides on the IBM Developer Website

Language: Jupyter Notebook - Size: 1.87 MB - Last synced at: about 6 hours ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 3

tgsmith61591/clust4j

A suite of classification clustering algorithm implementations for Java. A number of partitional, hierarchical and density-based algorithms including DBSCAN, k-Means, k-Medoids, MeanShift, Affinity Propagation, HDBSCAN and more.

Language: Java - Size: 22.6 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 154 - Forks: 65

Kermalis/HybridRenderingEngine-CS

Clustered Forward/Deferred renderer with Physically Based Shading, Image Based Lighting and a whole lot of OpenGL.

Language: C# - Size: 102 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 20 - Forks: 4

Shubham-S151/Machine_Learning_Projects

A collection of machine learning projects covering predictive modeling, classification, clustering, and NLP. Each project includes detailed analysis, feature engineering, and model evaluation. Some projects also have interactive Streamlit apps for real-time insights! 🚀

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mujjii20/Page-Ranking-Sparse-Matrices-Visuaization

Objective: Create and visualize a sparse matrix representation of a graph. Implement the PageRank algorithm on a large web graph dataset and analyze results with different damping factors and personalization. Compare different clustering algorithms on a dataset.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

caiquemiranda/machine-learning-algorithms-python

machine-learning-algorithms

Language: Python - Size: 2.93 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

abhinavnatarajan/RedClust.jl

Julia package to perform Bayesian clustering of high-dimensional Euclidean data using pairwise dissimilarity information.

Language: Julia - Size: 10.9 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

microsoft/dstoolkit-forecasting

Template for forecasting data science project and identify consumption profiles in time series

Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 3

im-vishalverma/MDMF-Model-Toolbox

Language: Python - Size: 2.88 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

flexycode/BIOF-101

💫 BIOINFORMATICS for Drug Development

Size: 11.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

YevgeniyEngineer/LiDAR-Processing-V2

LiDAR processing ROS2. Segmentation: "Fast Ground Segmentation for 3D LiDAR Point Cloud Based on Jump-Convolution-Process". Clustering: "Curved-Voxel Clustering for Accurate Segmentation of 3D LiDAR Point Clouds with Real-Time Performance".

Language: C++ - Size: 243 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 1

cmtt/kmpp

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

Language: JavaScript - Size: 1.2 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 9

ashwinmalekar/amazon-recommendation-engine-using-k-means

Language: Jupyter Notebook - Size: 9.17 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

pngo1997/New-York-City-Airbnb-Recommender-System

Collaborative project of Content-based recommender system development of NYC Airbnb.

Language: Jupyter Notebook - Size: 33.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

McGill-MMA-EnterpriseAnalytics/PAWsitive-Tails-Shaping-Brighter-Futures-for-Shelter-Pets

This project is a comprehensive data science initiative focused on improving the lives of animals in shelters. We aim to leverage advanced analytical methods to predict shelter animal outcomes and optimize resource allocation.

Language: Jupyter Notebook - Size: 57.4 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 2

Vishal-sys-code/machine-learning-complete-guide

The Complete Machine Learning Repository

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

weizhongli/cdhit

Automatically exported from code.google.com/p/cdhit

Language: Perl - Size: 3.09 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 655 - Forks: 130

kelvinleandro/manim-animations

Animations exploring various concepts in computer science, with a special focus on machine learning and statistics

Language: Python - Size: 6.38 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 1

flyingdoog/NDCC

A Collective Approach to Scholar Name Disambiguation

Language: C++ - Size: 40 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

anushkundu/Student-Performance-Analysis

Exploring Student Performance Factors

Language: Jupyter Notebook - Size: 771 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Fonzy0508/Clustering-Distribution-Visualization-learning

Visualizing clustering distributions on the Digits dataset using UMAP, PCA, t-SNE, and algorithms like K-Means, DBSCAN, and Hierarchical Clustering.

Language: Jupyter Notebook - Size: 4.33 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Evintkoo/Functional-Group-Analysis

Analysis of bond characteristic in high drug-likeness score compound

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

neelimabonangi/ecommerce-Transactions-Dataset

ecommerce-Transactions-Dataset using Python, Pandas, NumPy,Scikit-learn,Power BI, Matplotlib, Seaborn,Machine Learning algorithms like K-Means clustering,Classification models like Logistic Regression, Random Forest

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

uef-machine-learning/tspgclu

Fast but accurate approximation of Ward's agglomerative clustering using a fully connected TSP graph

Language: C - Size: 8.18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

hediyeorhan/BirchClusteringAlgorithm

Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

otakmager/projectML-ClusteringWeb

This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset

Language: Python - Size: 20.4 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

MyriamBA/Smart-Grid-Data-Analysis-Clustering

Exploratory Data Analysis of Smartmeter Data , Visualization, and Consumer Clustering for London Households.

Language: Jupyter Notebook - Size: 329 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

aliciagilmatute/Machine-Learning--unsupervised-

Proyectos de Aprendizaje Automático No Supervisado

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Ansh2709/Customer-Segmentation-ML-Project

Project segregates the customers on the basis of their spending score and annual income using K-Means Clustering that is a part of unsupervised learning

Language: Jupyter Notebook - Size: 45.9 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

mituskillologies/cdac-ai-drdo-jan25

Programs of certificate course on Artificial Intelligence and Machine Learning conducted for DRDO officials at CDAC Headquarters, Pune in January 2025.

Language: Jupyter Notebook - Size: 27.6 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Vidhi1290/Malware-Detection

Welcome to the Malicious Executable Detection project! This repository explores the world of machine learning and clustering analysis to detect malicious executable files 🔥🔐

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

psycoplankton/Fuzzy-Representation-Learning

A Fuzzy Pre-procressing layer which can be used with embeddings to enrich the information content.

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

ShrinivasaPH/ML-Clustering-Countries

This project clusters countries based on socio-economic factors using Gaussian Mixture Model (GMM). Input data like child mortality, income, etc., and get a prediction of whether a country is Poor Developing or Rich. The results are visualized on an interactive world map, allowing you to explore global clustering patterns.

Language: Python - Size: 3.31 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

handesarica/digital-addiction-analysis

Data analysis project on Digital Addiction for master thesis

Language: Jupyter Notebook - Size: 661 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

dineshdb/data-mining 📦

Data Mining Assignments

Language: Jupyter Notebook - Size: 2.36 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

MidkDuKe/Prediction-of-Film-and-Television-Works-Rating

Language: R - Size: 163 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

OliverHennhoefer/arcpy-supercluster

Python-Implementation of the Spatial Clustering Algorithm 'Supercluster' for ArcGIS and ArcPy.

Language: Python - Size: 1.17 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 3

cycle-sync-ai/student-score-analysis

A data-driven student performance analysis project using UCI dataset (396 students, 33 features). Implements machine learning models (K-means, PCA, Decision Tree, Random Forest, Linear Regression) to analyze academic patterns and predict student scores based on lifestyle, health, and study habits.

Language: Jupyter Notebook - Size: 76.2 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

mike-liuliu/Min-Max-Jump-distance

Source code of the paper "Min-Max-Jump distance and its applications."

Language: Jupyter Notebook - Size: 104 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

danny-1k/torchclust

Efficient and Scalable Implementations of Clustering Algorithms using Pytorch.

Language: Python - Size: 96.7 KB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 6 - Forks: 0

cmdevries/LMW-tree

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

Language: C++ - Size: 74.5 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 74 - Forks: 20

CWTSLeiden/publicationclassification

Java package for creating a multi-level classification of scientific publications based on citation links between publications.

Language: Java - Size: 277 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

varun-suresh/Clustering

Implements "Clustering a Million Faces by Identity"

Language: Python - Size: 903 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 137 - Forks: 41

exchange-core/raftification

RAFT implementation in Java

Language: Java - Size: 113 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 7

mpadge/spatialcluster

spatially-constrained clustering in R

Language: C++ - Size: 12.9 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 31 - Forks: 6

VieClus/VieClus

Vienna Graph Clustering

Language: C++ - Size: 4.46 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 15 - Forks: 3

SamanKhamesian/Two-Level-Genetic-Algorithm-for-Clustered-TSP

This project is an implementation of a two-level genetic algorithm for clustered traveling salesman problem with application in large scale TSPs

Language: C++ - Size: 12.7 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

ryancodingg/Customer-segmentation-and-clustering-analysis

This project focuses on customer segmentation using unsupervised machine learning techniques. The goal is to analyze customer data, identify distinct customer groups (clusters), and extract useful insights for business decision-making.

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Clustering4Ever/Clustering4Ever

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

Language: Scala - Size: 1.53 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 130 - Forks: 14

TRAORE-07/Unsupervised-Learning-Models

Unsupervised learning is a machine learning technique where the algorithm learns from unlabeled data.

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

adityajn105/MLfromScratch

Library for machine learning where all algorithms are implemented from scratch. Used only numpy.

Language: Python - Size: 127 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 23 - Forks: 8

huangy22/Academic_Citation_Network

Unsupervised clustering analysis on the citation network of academic papers on American Physics Society journals. An interactive visualization website built with D3.js.

Language: Python - Size: 24.8 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 6

yashksaini-coder/Bank-Loan-Default

Objective is to develop a predictive model for a consumer finance company to identify potential loan defaulters. By analyzing historical loan data, & diff. data the factors that influences loan default rate.

Language: Jupyter Notebook - Size: 14.9 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 1

administer03/ColorClusters-PaintByNumber

Categorize colors in an image and create labels for which points should be colored.

Language: Jupyter Notebook - Size: 820 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

jdfoster11/Northwest_Territories_Collision_Factors

Using Python & Tableau to perform a statistical and regression analysis on a NorthWest Territories Vehicle Collision Dataset

Language: HTML - Size: 5.32 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Khushi130404/K_Means

This repository showcases 2D, 3D, and custom K-Means clustering models with visualizations. It includes both Jupyter notebooks and Python scripts for ease of reproducibility.

Language: Jupyter Notebook - Size: 114 KB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

kshitizrohilla/mall-customer-segmentation-using-k-means-clustering-algorithm

This project aims to perform customer segmentation on a Mall customer dataset using the K-Means clustering algorithm. The goal of this project is to cluster the customers based on their purchasing behavior and demographic characteristics.

Language: Jupyter Notebook - Size: 328 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

gautamgc17/ClassicalML_lectures

This repo is a set of curated resources covering traditional machine learning algorithms and techniques.

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

diegodemiranda/machine_learning_algorithms

Repository to store studies of machine learning algorithms implemented in artificial intelligence.

Language: Python - Size: 244 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

egy1st/denmune-clustering-algorithm Fork of scikit-learn-contrib/denmune-clustering-algorithm

DenMune is a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.

Language: Jupyter Notebook - Size: 73.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

SalamanderXing/jax-min-batch-kmeans

Jax implementation of Mini-batch K-Means algorithm

Language: Python - Size: 10.7 KB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

DataScienceVibes/FIFA20-CLUSTERING

With the FIFA20 Dataset we need to ClusterClustering in the context of FIFA 20 likely refers to grouping or categorizing players based on certain characteristics or attributes.

Language: Jupyter Notebook - Size: 4.37 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

tashwitab/SCT_ML_02

This repository provides a Python implementation of K-Means clustering for segmenting retail store customers based on their purchase behavior. The algorithm groups customers into clusters using features such as Annual Income and Spending Score, enabling data-driven decision-making for marketing strategies.

Language: Jupyter Notebook - Size: 88.9 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

nivgartzi/Community-Structure-in-Networks-Project

C written program (with Python/C API utilization), which detects community structures in a network.

Language: C - Size: 478 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

xhan97/IKAHC

The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms (PRJ 2023)

Language: MATLAB - Size: 181 KB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

alphaqiu/raft-consensus

A Go version implementation of the Raft consensus protocol. Deepen the understanding of the protocol through practice.

Language: Go - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

DolbyUUU/Deep-Clustering-Economic-Preferences

A comprehensive study and implementation of clustering algorithms for economic preference analysis using generative and deep learning models, including Gaussian Mixture Models (GMM), Wishart Mixture Models (WMM), and Variational Deep Embedding (VaDE).

Language: Python - Size: 1.11 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

clusterfreak/ClusterCore

Core classes for cluster analysis - Java - Fuzzy-C-Means and Possibilistic-C-Means Algorithms in an only marginally modified version from 2005.

Language: Java - Size: 4.96 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

Jenson073/Clustering_algorithms

This effectively conveys the focus on applying and comparing two clustering algorithms, K-Means and Agglomerative Clustering, using synthetic data.

Language: Python - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

HIK-LAB/Unsupervised-Image-Classification

A very simple self-supervised image classification framework!

Language: Python - Size: 91.8 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 49 - Forks: 6

gvarun20/Machine-learning_Simple_projects

use the data set and run the ipynb file

Language: Jupyter Notebook - Size: 50.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

thenomaniqbal/K-MeansClustering-AirlineCustomerValueAnalysis

K-means Clustering for Airline Customer Value Analysis is a data-driven project focused on segmenting airline customers based on their behavior and value using K-means clustering. It includes an introduction to customer segmentation, dataset preprocessing, clustering methodology, results analysis, and actionable business insights.

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Hamid-Rezaei/Data-Mining

This repository contains code and solutions for the Data Mining project, which applies various techniques and methods to different datasets. The project covers data preprocessing, dimensionality reduction, regression, classification, and association rule mining.

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pranava007/AI_ML_Clustering_Agglomerative

Clutering Agglomerative

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Related Keywords
clustering-algorithm 1,341 machine-learning 378 clustering 368 python 248 kmeans-clustering 183 machine-learning-algorithms 139 data-science 124 unsupervised-learning 118 cluster-analysis 92 k-means-clustering 87 unsupervised-machine-learning 81 data-visualization 73 python3 72 pandas 69 k-means 64 numpy 63 kmeans 63 data-analysis 58 hierarchical-clustering 57 classification-algorithm 56 classification 54 clustering-methods 51 dbscan-clustering 51 jupyter-notebook 49 data-mining 47 r 47 dbscan 44 pca 43 logistic-regression 42 deep-learning 41 scikit-learn 41 customer-segmentation 39 sklearn 38 cluster 38 artificial-intelligence 35 agglomerative-clustering 34 random-forest 33 decision-trees 33 dimensionality-reduction 31 linear-regression 31 regression-models 30 matplotlib 29 kmeans-algorithm 28 segmentation 28 regression 28 java 28 pca-analysis 27 image-processing 26 regression-algorithms 24 clustering-analysis 23 visualization 23 seaborn 23 exploratory-data-analysis 23 kmeans-clustering-algorithm 22 supervised-learning 21 ml 21 nlp 21 gaussian-mixture-models 20 knn 20 eda 20 clustering-evaluation 19 natural-language-processing 19 supervised-machine-learning 19 elbow-method 18 principal-component-analysis 18 machinelearning 18 silhouette-score 17 recommender-system 17 neural-networks 16 algorithm 16 time-series 16 predictive-modeling 15 ai 15 naive-bayes-classifier 15 tensorflow 15 statistics 14 svm-classifier 14 neural-network 14 k-means-implementation-in-python 14 feature-engineering 14 spectral-clustering 14 cpp 14 knn-classification 14 matplotlib-pyplot 14 outlier-detection 14 decision-tree-classifier 13 heirarchical-clustering 13 data 13 community-detection 13 time-series-analysis 13 nlp-machine-learning 13 unsupervised-clustering 13 text-classification 13 genetic-algorithm 12 big-data 12 spark 12 plotly 12 svm 12 algorithms 12 matlab 12