GitHub topics: clustering-algorithms

Repositories

vibalcam/combinatorial-cluster-deletion

Official implementation of "Simpler, Faster, and Better Combinatorial Approximations for Cluster Deletion"

Language: Julia - Size: 193 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

susmnty/Adaptive-Engagement-Intelligence-Platform

Digital platforms today need more than static dashboards, they require adaptive systems that continuously learn from user activity. This project develops a behavioural intelligence framework that dynamically groups interaction patterns, surfaces critical risk indicators, and enables strategic actions to influence experience outcomes.

Language: Python - Size: 12.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

gagolews/clustering-benchmarks

A framework for benchmarking clustering algorithms

Language: Python - Size: 194 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 39 - Forks: 7

billsioros/cmeans

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

Language: C++ - Size: 979 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

youssefraafat/Clustering-Antarctic-Penguin-Species

This project aims to explore the classification of Antarctic penguin species based on their physical measurements using unsupervised machine learning techniques. The dataset, known as the Palmer Penguins dataset, includes key features such as bill length, bill depth, flipper length, body mass, and sex.

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kvitK1/ML-Driven-Clustering-of-Onboarding-Users-Strategies-for-Enhanced-Conversion

Bachelor thesis is submitted in fulfilment of the requirements for the Bachelor of Science degree in the Department of Business Analytics and Information Technologies at the Faculty of Applied Sciences of Ukrainian Catholic University.

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durgeshsamariya/awesome-clustering-resources

Clustering related books and research papers.

Size: 41 KB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 1

elenagarciamorato/PDASC

Approximate Nearest Neighbors for distributed systems using any arbitrary distance function

Language: Python - Size: 73.8 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

sadit/KCenters.jl

A library gathering diverse algorithms for clustering, similarity search, prototype selection, and data encoding based on k-cluster algorithms.

Language: Julia - Size: 1.21 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

Pegah-Ardehkhani/Customer-Segmentation

Customer Personality Analysis Using Clustering

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 22 - Forks: 5

milaan9/Clustering_Algorithms_from_Scratch

Implementing Clustering Algorithms from scratch in MATLAB and Python

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 201 - Forks: 179

dple/awesome-papers-and-source-code-for-anomaly-detection

Awesome machine learning algorithms for anomaly detection, including papers and source code

Size: 1.95 KB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

shayanshabani/MIR-2024-Project

A movie information retrieval system that crawls IMDb data, removes duplicates via LSH, indexes movie details, and retrieves relevant results using Okapi BM25. Features include query-based search, classification, clustering, BERT fine-tuning, a recommender system, and evaluation using metrics like precision and recall.

Language: Jupyter Notebook - Size: 56.9 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Awuor-O/Energy_Access_and_Electrification_Planning_in_Kenya

Geospatial deep learning classification for optimal placement of wind renewables in Kenya.

Language: Jupyter Notebook - Size: 4.57 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

12danielLL/Neurogenomics_Project

This project focuses on analyzing sequencing data to understand molecular mechanisms of neurological diseases and predict the effectiveness of immunotherapy in breast cancer patients. It integrates Python and R scripts for data processing, statistical analysis, and visualization, alongside a comprehensive report detailing methods and findings.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Assem-ElQersh/E-Commerce-Customers-Segmentation

This Repository is a Part of MSC EELU Data Science & Machine Learning Bootcamp Final Project

Language: Jupyter Notebook - Size: 517 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

guglielmosanchini/ClustViz

Visualization of many Clustering Algorithms, via Notebook or GUI

Language: Jupyter Notebook - Size: 246 MB - Last synced at: 24 days ago - Pushed at: about 4 years ago - Stars: 22 - Forks: 14

egaoharu-kensei/ML-algorithms-from-scratch.-Course-for-beginners

ML-algorithms from scratch using Python. Classic Machine Learning course.

Language: Jupyter Notebook - Size: 21 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 48 - Forks: 14

Samxx97/Fuzzy-Clustering

An Implementation of fuzzy clustering algorithms in Numpy

Language: Python - Size: 170 KB - Last synced at: 6 days ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

HayderAminLab/DENOISING

An Engine for Dynamic Enhancement and Noise Overcoming in Spatiotemporal Multimodal Neural Observations via High-density Microelectrode Arrays

Language: Python - Size: 52.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

giusalfieri/IPA_Project

Aircraft detection in satellite images using computer vision and machine learning.

Language: C++ - Size: 273 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0

Kesa2773/UIImageColorPalette

UIImageColorPalette is a versatile utility for extracting the prominent colors from images in iOS. It efficiently identifies and provides the three most prevalent colors in a UIImage.

Language: Objective-C - Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

shreyansh-2003/Hands-On-With-Machine-Learning-Algorithms

This repository contains a collection of labs that explore various machine learning algorithms and techniques. Each lab focuses on a specific topic and provides detailed explanations, code examples, and analysis. The labs cover clustering, classification and regression algos, hyperparameter tuning, data-preprocessing and various evaluation metrics.

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

filipe-2/dificuldades-no-aprendizado

Trabalho de Big Data | Estácio

Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

OscarFawcett/Graph_Clustering

This repository contains a variety of algorithms designed for graph clustering problems.

Size: 171 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

sahandkhoshdel99/Intelligent-Systems-ML-

Language: Jupyter Notebook - Size: 21.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

igrazkaa/Programming-for-Data-Analysis

This repository contains exercises from "Programming for Data Analysis" course from the first semester of my master's studies.

Language: Jupyter Notebook - Size: 7.02 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kaiquefreire05/kmeans-clustering

- Studies using the K-Means algorithm for clustering.

Language: Jupyter Notebook - Size: 956 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

omarr-gamal/IBM-Machine-Learning-with-Python-Course

Machine learning example code in topics such classification, clustering and recommender systems in different techniques and approaches.

Language: Python - Size: 3.73 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Mthrun/FCPS

The Fundamental Clustering Problems Suite (FCPS) summaries 54 state-of-the-art clustering algorithms, common cluster challenges and estimations of the number of clusters as well as the testing for cluster tendency.

Language: HTML - Size: 5.81 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 1

kliments/VR_VA

Visual analytics tool for collaborative multiVR environment.

Language: C# - Size: 421 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

cgao-comp/DMFO

The code of paper "Xianghua Li, Xin Qi, Xingjian Liu, Chao Gao, Zhen Wang, Fan Zhang, Jiming Liu, A discrete moth-flame optimization with an L2-norm constraint for network clustering, IEEE Transactions on Network Science and Engineering 2022".

Language: MATLAB - Size: 892 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

pankush9096/Clustering-Algorithms

Here i have used mall customers data to implement KMeans, Hierarchal and DBScan clustering algorithms

Language: Jupyter Notebook - Size: 105 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

mdarm/hyperspectral-image-clustering

Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.

Language: MATLAB - Size: 12.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

krishna-aditi/customer-segmentation-and-profiling

Unsupervised clustering of a retail store's customer database to perform Customer Segmentation and Profiling.

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

n0obcoder/Clustering-Algorithms-in-Numpy

Implementation of some of the most used Clustering Algorithms from scratch (only using Numpy)

Language: Python - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

M4sum/ebay-challenge

eBay evalAI challenge

Language: Jupyter Notebook - Size: 184 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ilhansevval/Machine_Learning

This repository includes machine learning algorithms which is classification, regression, clustering, NLP, PCA, model selection and recommendation systems

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 1

macrdel/ml_pt_course

Учебные листы по 'Стохастическому анализу и его приложениях в машинном обучении'

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

mounikpatel/clustering-indian-stock-market-ipo

extracting knowledge about indian stock market IPOs by analysing different types of clustering and graph plots for visualization.

Language: Jupyter Notebook - Size: 493 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

SoniSiddharth/SamplingMethods_in_DataScience

Speeding up clustering algorithms using Sampling techniques (Lightweight Coresets)

Language: Python - Size: 92.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

mascarenhasneil/ChurnModeling

This is Final Capstone Project for ALY6140 80956 Analytics Systems Technology SEC 04 Spring 2021 CPS. Primarily made to learn Data Analytics, Machine Learning, and AI using Python. To cluster Customer churn, understand why the customer is churning (leaving), which customer is churning, how can we predict it and stop it from happening.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: 21 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1