GitHub topics: clustering-methods

Repositories

ogeagla/dstream

A D-Stream clustering algorithm implementation in Python

Language: Python - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: over 9 years ago - Stars: 11 - Forks: 2

barahona-research-group/BayesFactorSimilarity

Code for the paper "Similarity Measure for Sparse Time Course Data Based on Gaussian Processes" by Z Liu and M Barahona, accepted at UAI 2021, https://arxiv.org/abs/2102.12342

Language: MATLAB - Size: 1.5 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

amitbcp/transfer_learning_image_classification 📦

Use transfer learning for image classification followed by clustering to create/identify clusters in images

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

aKhfagy/machine-learning-specialization 📦

This will have all the assignments I did in this specialization

Language: Jupyter Notebook - Size: 245 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

MaryFllh/ml_algorithms

Contains implementation of common ML algorithms from scratch

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kreindata/simple-seurat

Simplifying Seurat data processing, clustering, and analysis

Language: R - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

pemagrg1/sentence-clustering

Sentence Clustering and visualization. Created Date: 25 Apr 2018

Language: Python - Size: 85.9 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 9

bkosanovic/fcmclt

Fast fuzzy clustering C (MEX API) implementation for MATLAB (FCM, Gustafson-Kessel, clustering validity, fuzzy partition matrix extrapolation)

Language: C - Size: 113 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

Davisy/Unsupervised_Machine_Learning-Clustering-

Learn basics of clustering methods in Unsupervised Machine Learning

Language: Jupyter Notebook - Size: 136 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 2

jirotubuyaki/ThunderBayesR

An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.

Language: R - Size: 127 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 4

rajdeep-ghosh/machine-learning

Machine Learning foundation course offered by the University of Washington in Coursera

Language: Jupyter Notebook - Size: 89.7 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

niu-lab/gclust

genome sized sequences clustering

Language: C++ - Size: 27 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 3

omkargavhane/CS564-ML

Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

zcebeci/odetector

Outlier Detection Using Cluster Analysis

Language: R - Size: 558 KB - Last synced at: 26 days ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

jaroslaw243/clusterization_game

Game-theoretic clusterization algorithm

Language: Python - Size: 42 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

Airpino/Clustering_DD_app

Clustering distributional data application for Brito book

Language: HTML - Size: 11.2 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

TBonfi/Clustering-Beyond-Sklearn

Notebook to enrich clustering going a little bit beyond Sklearn

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luchomtv/mentoria-diplodatos-2021 Fork of JIBarrionuevoGaltier/DiploDatos_2021_Mentoria_Grupo_2

Data Science techniques applied to a purchase records dataset, in order to predict a given client's next purchase. Dataset was provided by NaranjaX. We used regression models to predict client's consumption, classification models to categorize clients based on monthly increase in consumption. Unsupervised learning models used for complementary exploratory analysis. Time-series models used for global consumption forecasting and clustering.

Size: 247 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

duli-eng/KMeans_sklearn

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Mrpatekful/cluster

GPU accelerated K-Means and Mean Shift clustering in Tensorflow.

Language: Python - Size: 74.6 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 3

christophergaldi6/Data_Science

Data Science Projects

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

panghyuk/BigdataCampus

2021 서울특별시 빅데이터 캠퍼스 공모전

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

Akash-Ubale/Complete-Machine-Learning

My Machine Learning Repository

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merrillm1/Mini_Projects

A repository of projects completed through the Springboard career track program.

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AlexN1ght/Acoustic-Keylogger

Tools for unsupervised acoustic keyboard attack a.k.a. Unsupervised Acoustic Keylogger

Language: Jupyter Notebook - Size: 7.45 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

liruijia2017/Local-gap-density-for-clustering-high-dimensional-data-with-varying-densities

A new clustering algorithm using local gap density

Language: MATLAB - Size: 45.3 MB - Last synced at: 10 months ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 2

cscampana/COGS118B-FinalProject-Deeplesion

Predict lesions using various unsupervised learning techniques on the Deeplesion dataset.

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

EpistasisLab/ebic Fork of athril/ebic

EBIC - AI-based parallel biclustering algorithm

Language: C++ - Size: 953 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 4

VZoche-Golob/ClusterTools

R package with convenience tools for clusteranalyses

Language: R - Size: 24.4 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

PetropoulakisPanagiotis/clustering

Clustering methods in C++

Language: C++ - Size: 25.5 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Niangmohamed/Segmentation-of-The-French-Territory

Unsupervised Learning: Clustering using unsupervised models.

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merrillm1/Olist_Recommender_System

Recommendation engine with a .97 AUC achieved using clustering techniques to create user features. Data represents Olist marketplace transactions and was retrieved from kaggle.com.

Language: Jupyter Notebook - Size: 77.4 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 6

wnoyan/Cluster-Analysis

A comparison on different clustering algorithms using different datasets with performance measurements is shown here.

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caravagn/mobster_supp_data

Supplementary Data released with Caravagna et al. Subclonal reconstruction of tumors by using machine learning and population genetics. Nature Genetics volume 52, 898–907(2020).

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vincentpun123/Market-Segmentation-Analysis

General attitudinal post hoc segmentation analysis using survey research data to understand the market for social media/entertainment apps

Size: 369 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

ArturVasyliev/Clustering

There are some basic implementations of K-means and K-medoids clustering algorithms. for 2D points.

Language: C# - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 1

amoazeni75/fuzzy-C-mean-clustering

in this project we are going to implement fuzzy c-means clustering in java

Language: Java - Size: 22.5 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

visibilia/SIION

This is the repo containing code and other resources for the paper entitled "Exploiting Geographical Data to improve Recommender Systems for Business Opportunities in Urban Areas" and published at BRACIS 2019.

Language: Python - Size: 10.1 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

sandroradovanovic/whiboclustering

White Box Cluster Algorithm Design

Language: R - Size: 2.76 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

turhancan97/Methods-of-Clustering-Single-Cell-RNA-Sequencing-Data

Single-cell sequencing is a novel technology to define intercellular heterogeneity, rare cell types, cell genealogies or disease evolution based on profiling thousands of cells in parallel. Identification of cellular subpopulations from heterogeneous populations of cells could be done by data clustering.

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08vivek08/machine-learning

Machine learning algorithms for regression, classification, clustering, face-recognition

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msarrias/spectral-clustering

reproducing Luxburg 2006 paper "A Tutorial on Spectral Clustering", and performing tests on different datasets.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

fritsche/clustering-criterias

Clustering Criterias for multi-objective data clustering.

Language: Java - Size: 48.5 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

lettier/interactivekmeans

Interactive HTML canvas based implementation of k-means.

Language: JavaScript - Size: 4.64 MB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 2

HamidDoost/machine-learning

Language: Python - Size: 9.77 KB - Last synced at: 14 days ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

yakupkaplan/Customer-Segmentation

In this project, we will first firstly implement RFM Analysis to group customers according to RFM metrics and then the same customers will be segmented by using K-Means and Hierarchical Clustering algortihms.

Language: Python - Size: 225 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

satishmekkonda/ML_Models

Repository consists of use cases of Machine Learning techniques

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akjayant/Spectral-Clustering

Spectral Clustering is a technique to cluster data which finds use in community detetction applications

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

SourangshuGhosh/FuzzyCMean

Fuzzy clustering is a form of clustering in which each data point can belong to more than one cluster. Clustering or cluster analysis involves assigning data points to clusters such that items in the same cluster are as similar as possible, while items belonging to different clusters are as dissimilar as possible

Language: C - Size: 299 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

satishmekkonda/DataScience-Projects

This repository consists of 6 sections, detailing hands on Machine Learning Models: Regression, Classification, Clustering, AssocaitionRuleLearning, Deep Learning and Natural Language Processing Techniques

Language: Python - Size: 469 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

alepfu/p2

Integration of clustering methods.

Language: Java - Size: 4.34 MB - Last synced at: 9 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

tkonopka/MultiPattern

Multi-pattern discovery in R

Language: R - Size: 274 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 1

racaes/PQC

Probabilistic Quantum Clustering

Language: MATLAB - Size: 1.36 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

lev1khachatryan/ASDS_ML

Applied Statistics and Data Science: Advanced machine learning course

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sankarshan-bhat/graph-clustering

This repository provides classic clustering algorithms and various internal cluster quality validation metrics and also visualization capabilities to analyse the clustering results

Language: Python - Size: 2.69 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

zcebeci/VatAna

Visual Assessment of Clustering Tendency for Finding the Number of Clusters in Datasets

Language: R - Size: 198 KB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

adrifmonte/customer-segments

Udacity Customer Segments Project

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karolrives/Identify-Customer-Segments

Identifies potential customers in a general demographic data set from Germany, using clustering techniques.

Language: Jupyter Notebook - Size: 4.12 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Fernandohf/caRtola Fork of henriquepgomide/caRtola

Fork para análise de Clusterização dos dados do Cartola FC

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Related Keywords

clustering-methods 166 clustering 54 clustering-algorithm 52 machine-learning 34 python 26 kmeans-clustering 23 cluster-analysis 19 data-science 18 clustering-evaluation 16 unsupervised-learning 14 r 14 kmeans 12 dbscan-clustering 11 regression-models 11 hierarchical-clustering 11 machine-learning-algorithms 10 cluster 10 dimensionality-reduction 9 data-analysis 8 clustering-analysis 8 customer-segmentation 7 classification 7 pca 7 python3 7 neural-networks 7 unsupervised-machine-learning 7 dbscan 6 k-means-clustering 6 segmentation 6 jupyter-notebook 5 fuzzy-clustering 5 fuzzy-cmeans-clustering 5 linear-regression 5 regression 5 classification-model 5 logistic-regression 5 k-means 5 spectral-clustering 5 deep-learning 4 clustering-algorithms 4 sklearn 4 feature-engineering 4 clustering-models 4 gaussian-mixture-models 4 clustering-validation 4 random-forest 4 artificial-intelligence 4 supervised-learning 4 community-detection 4 time-series-analysis 3 agglomerative-clustering 3 matlab 3 model-evaluation 3 scikit-learn 3 euclidean-distances 3 distance-matrix 3 ml 3 ai 3 matplotlib-pyplot 3 kmeans-clustering-algorithm 3 data-visualization 3 database 3 hdbscan 3 marketing 3 business-solutions 3 customer-segmentation-analysis 3 statistics 3 natural-language-processing 3 dstream 3 pandas 3 single-cell 3 bioinformatics 3 reinforcement-learning 3 decision-trees 3 network-analysis 3 image-processing 3 dbscan-clustering-algorithm 2 nlp 2 principal-component-analysis 2 opencv-python 2 geospatial 2 marketing-analytics 2 dbscan-clusters 2 mall-customer-segmentation 2 shiny-apps 2 kmeans-algorithm 2 anomaly-detection 2 turicreate 2 rna-seq-analysis 2 tensorflow 2 computer-vision 2 classification-algorithm 2 association-rules 2 density-based-clustering 2 pam 2 data-processing 2 pca-analysis 2 neural-network 2 clusters 2 hdbscan-clustering-algorithm 2