GitHub topics: clustering-algorithm

Repositories

gagolews/genieclust

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

Language: C++ - Size: 112 MB - Last synced at: about 13 hours ago - Pushed at: about 15 hours ago - Stars: 67 - Forks: 12

dab3oon/writing_styles

📚 Analyze stylistic differences in AI-generated flash fiction to understand model diversity and writing patterns across various LLMs.

Size: 5.26 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

mqcomplab/bblean

BitBIRCH-Lean, a memory-efficient implementation of BitBIRCH designed for high-throughput clustering of huge molecular libraries

Language: Python - Size: 24.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 90 - Forks: 11

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: about 6 hours ago - Pushed at: about 2 years ago - Stars: 46 - Forks: 3

Dilshad7275/scikit-learn-for-beginners

📚 Learn Scikit-learn basics to build and evaluate machine learning models efficiently in Python, with clear insights into algorithms and preprocessing techniques.

Size: 1.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

ahmadjaved97/ImageClusterViz

A tool for clustering images using deep learning features and visualizing the results in organized grids.

Language: Python - Size: 22.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 14 - Forks: 0

garyplant2003/Stylometrics

Stylometric Stenography LLM Generation Attribution DRM/DLP

Language: TypeScript - Size: 2.06 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

tajamulkhann/Machine-Learning-Projects

Your one-stop shop for machine learning projects, tips, and notes – because learning should be accurate, not overfitted!

Language: Jupyter Notebook - Size: 219 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 28 - Forks: 12

VieClus/VieClus

Vienna Graph Clustering

Language: C++ - Size: 4.49 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 16 - Forks: 3

iCellR is an interactive R package designed to facilitate the analysis and visualization of high-throughput single-cell sequencing data. It supports a variety of single-cell technologies, including scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq, and Spatial Transcriptomics (ST).

Language: R - Size: 68.2 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 124 - Forks: 19

lior-benjman/DataSC-Essences

Data Science Essences project- steam store -Highest score out of 15 projects.

Language: Jupyter Notebook - Size: 54.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

mapequation/infomap

Multi-level network clustering based on the Map Equation

Language: C++ - Size: 17.6 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 472 - Forks: 94

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: 10.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

Idemdnu/CaseStudy-Us-baby-names

A funny and creative proof-of-concept (POC) app for suggesting baby names using AI.

Language: HTML - Size: 4.61 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

PaulRegnier/PICAFlow

PICAFlow: a complete R workflow dedicated to flow/mass cytometry data, from data pre-processing to deep and comprehensive analysis.

Language: R - Size: 255 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 3 - Forks: 3

TRAORE-07/Unsupervised-Learning-Models

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

Language: Python - Size: 12.7 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

scikit-learn-contrib/hdbscan

A high performance implementation of HDBSCAN clustering.

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 3,016 - Forks: 519

AmirMotefaker/Customer-Segmentation-using-R

Customer Segmentation using R

Language: Rebol - Size: 29.2 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

momonga-ml/gower-express

More Preformant Gower distance with modern Python tooling

Language: Python - Size: 341 KB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 11 - Forks: 0

vtraag/leidenalg

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

Language: Python - Size: 2.83 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 702 - Forks: 87

SiamakGhodsi/DFNMF

Fair graph learning: A fair and interpretable clustering algorithm based on proportional group representation to ensure fairness and transparency in applications like graph clustering, and community discovery

Language: Jupyter Notebook - Size: 75.1 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 2

MainakVerse/Clusterings

A curated list of 20 clustering algorithms implemented in or accessible via Scikit-learn 🧠 These algorithms are widely used for unsupervised learning, pattern discovery, and data segmentation.

Language: Python - Size: 48.8 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

Krv-Analytics/Thema

Our Topological Hyperparameter Evaluation Mapping Algorithm.

Language: Python - Size: 15.1 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 3 - Forks: 0

prabhakarlab/Banksy

BANKSY: spatial clustering

Language: R - Size: 597 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 123 - Forks: 19

rmehmood786/unsupervised-exploration

Language: Jupyter Notebook - Size: 824 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

CrispenGari/ml-2023

💹📉📊📈This repository contains some machine leaning task that I did from the year 2023.

Language: Jupyter Notebook - Size: 21.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

dilettagoglia/DataMining

🔎Data Understanding, Visualization , Preparation & Cleaning - Clustering algorithms (unsupervised learning) - Classification algorithms (supervised learning) - Sequential Pattern Mining

Language: Jupyter Notebook - Size: 94 MB - Last synced at: 21 days ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 8

nabil6391/graphview

Flutter GraphView is used to display data in graph structures. It can display Tree layout, Directed and Layered graph. Useful for Family Tree, Hierarchy View.

Language: Dart - Size: 4.33 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 445 - Forks: 135

OkabeRintaro10/MachineLearningProjects

Various Machine Learning projects involving Various Technologies

Language: Jupyter Notebook - Size: 1.2 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MachineNeyarning/SeismicCluster

Atividade de Clusterização com Dataset Sísmico

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

kskbhat/Silhouette

Proximity Measure Based Diagnostics for Standard, Soft, and Multi-Way Clustering

Language: R - Size: 18.3 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Tomaslopera/Scientific_Computing

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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: about 1 month ago - Pushed at: 9 months ago - Stars: 2 - Forks: 2

mouton0815/tiles-math

Algorithms and data structures for mapping geo coordinates to slippy-map tiles, clustering of adjacent tiles, and finding largest squares included in clusters.

Language: TypeScript - Size: 8.53 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

SALVO-AI-ML-Club-of-SASTRA/SALVO-Website

This repository is for the legacy website building project of Salvo

Language: Python - Size: 218 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 2

Rabby0501/ecommerce-analysis-research

E-commerce Analysis Research Based on Linear Regression

Language: Jupyter Notebook - Size: 47.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

chargetrip/supercluster-rs

A high-performance Rust crate for geospatial and non-geospatial point clustering.

Language: Rust - Size: 240 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 4

smith6jt-cop/KINTSUGI

Jupyter notebook based multiplex image processing pipeline.

Language: Jupyter Notebook - Size: 524 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 8 - Forks: 1

Hue-Jhan/Quality-Treshold-clustering

Quality Treshold Clustering algorithm in java (University Project)

Language: HTML - Size: 2.9 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1

Hue-Jhan/Android-QT-Client

Client mode for the Quality Treshold clustering algorithm in android (University Project)

Language: Java - Size: 51.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

omadson/fuzzy-c-means

A simple python implementation of Fuzzy C-means algorithm.

Language: Python - Size: 7.64 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 189 - Forks: 46

semoglou/ksil

A silhouette-guided instance-weighted k-means algorithm that integrates silhouette scores into the clustering process to improve clustering quality.

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

aiaaee/Clustering-Methods-Evaluation

A collection of clustering algorithm implementations using Scikit-Learn.

Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

exchange-core/raftification

RAFT implementation in Java

Language: Java - Size: 113 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 8

jianhuupenn/ItClust

Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis

Language: Jupyter Notebook - Size: 79.2 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 55 - Forks: 8

udityamerit/Complete-Machine-Learning-For-Beginners

This repository is structured as a complete ML roadmap combining theory (PDFs) with hands-on coding (Jupyter Notebooks) to help you build a solid foundation in data science and machine learning. Ideal for students, self-learners, and professionals looking to revise or upgrade.

Language: Jupyter Notebook - Size: 128 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 0

HARSHIT071004/Online-Retail-Clustering-Project

Customer Segmentation on Online Retail dataset using Clustering Algorithms (KMeans and Hierarchical).

Language: Jupyter Notebook - Size: 30.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

WSU-Carbon-Lab/dft-learn

Machine Learning from DFT calculations on organic molecules.

Language: Jupyter Notebook - Size: 48.9 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

PaPJoIN/unsupervised-learning-customer-segmentation

Performing customer segmentation by utilising unsupervised learning methods - Hierarchical & K-means clustering, with further dimensionality reduction for clearer modelling and visualisation.

Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

doxakis/HdbscanSharp

HDBSCAN in C#

Language: C# - Size: 2.52 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 46 - Forks: 4

amany-shabban/Customers-Clustering

This project performs data mining and descriptive analysis on the Mall Customer dataset. It utilizes the K-means++ clustering algorithm to segment customers based on annual income and spending score.

Language: Jupyter Notebook - Size: 254 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

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: 2 months ago - Pushed at: 7 months ago - Stars: 14 - Forks: 3

jacobmarks/clustering-plugin

Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn!

Language: Python - Size: 67.4 KB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 2

meantrix/corrp

Compute multiple types of correlations analysis (Pearson correlation, R^2 coefficient of linear regression, Cramer's V measure of association, Distance Correlation,The Maximal Information Coefficient, Uncertainty coefficient and Predictive Power Score) in large dataframes with mixed columns classes(integer, numeric, factor and character) in parallel backend.

Language: R - Size: 18.9 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 8 - Forks: 3

xuyxu/Clustering

Clustering / Subspace Clustering Algorithms on MATLAB

Language: MATLAB - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 232 - Forks: 89

nicodv/kmodes

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

Language: Python - Size: 479 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1,270 - Forks: 417

CWTSLeiden/networkanalysis

Java package that provides data structures and algorithms for network analysis.

Language: Java - Size: 594 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 149 - Forks: 33

fariamoazzam/mind-mood-mapper

Mind Mood Mapper is a web app that transforms daily mood and mental state data into interactive visual insights. Users can log journal entries and metrics, while AI-powered analysis reveals patterns and trends, helping them better understand and manage their emotions over time.

Language: Python - Size: 95.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

epigen/unsupervised_analysis

A general purpose Snakemake workflow and MrBiomics module to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.

Language: Python - Size: 56 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 34 - Forks: 4

lordisma/pyCC

Clustlib is a Python library that provides a unified framework for constrained clustering algorithms

Language: Python - Size: 833 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Nokia-Bell-Labs/pattern-clustering

The pattern clustering tool groups similar input log lines according to a set of predefined regular expressions.

Language: Python - Size: 8.77 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

michelin/TorchSOM

TorchSOM is a PyTorch-based library for training Self-Organizing Maps (SOMs), a type of unsupervised learning algorithm used for clustering and dimensionality reduction. Designed for scalability and ease of use, this implementation is optimized for large-scale data.

Language: Python - Size: 134 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

hasancatalgol/fl-cmeans-clustering

C-Means Clustering with scikit-fuzzy

Language: Python - Size: 1.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

nanxstats/oneclust

🥇 Maximum homogeneity clustering for one-dimensional data

Language: R - Size: 7.53 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 5 - 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 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 0

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: about 1 month ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 0

morawi/FashionColor-0

Color extraction from clothing items

Language: Python - Size: 2.11 MB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 37 - Forks: 12

DeepLabCut/DLCutils

Various scripts to support deeplabcut and what to do afterwards!

Language: Jupyter Notebook - Size: 8.45 MB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 156 - Forks: 69

HoshiBatista/base-of-DS

This repository serves as a foundation for projects in Data Science and Machine Learning.

Language: Jupyter Notebook - Size: 193 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

Jiayang163/Graph_Data_Analysis_System

An interactive graph data visualization and analysis system based on Flask + Cytoscape.js, supporting JSON graph upload, cluster analysis, centralized computing and multiple layout interactions

Language: JavaScript - Size: 2.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 3 months ago - Pushed at: about 5 years ago - Stars: 162 - Forks: 66

raihan-karim-ishmam/Machine-Learning-Census-Data-Public

This project applies advanced machine learning to U.S. Census data, comparing random oversampling and SMOTE to address class imbalance in income prediction. It evaluates multiple classifiers, optimizes hyperparameters, and measures performance with precision, recall, F1, and AUC metrics.

Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ablanco1950/Sonar_Rock_Mine_Labeling-CV2KMEANS

Program that allows to determine the label of a sonar signal, whether it corresponds to a mine or a rock, based on CV2 KMEANS. It starts from the signal file sonar_data.csv, although it is a labeled file, the labels are only used to check the clustering results. A success rate of 96.63% is obtained

Language: Python - Size: 42 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0