agglomerative-clustering

There are 0 repository under agglomerative-clustering topic.

shubhamjha97 / hierarchical-clustering
A Python implementation of divisive and hierarchical clustering algorithms. The algorithms were tested on the Human Gene DNA Sequence dataset and dendrograms were plotted.
clustering dendrogram hierarchical-clustering agglomerative-clustering divisive-clustering data-mining data-mining-algorithms
Language:Python 77
dinggd / Dispersion-based-Clustering
The source code for our work "Towards better Validity: Dispersion based Clustering for unsupervised Person Re-identification"
agglomerative-clustering person-reidentification
Language:Python 32
SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval
k-nearest-neighbors word-count tf-idf approximate-nearest-neighbor-search locality-sensitive-hashing kd-tree mapreduce k-means k-means-plus-plus mixture-model em-algorithm latent-dirichlet-allocation gibbs-sampling hierarchical-clustering divisive-clustering agglomerative-clustering dendrogram hidden-markov-models
Language:Python 27
PacktWorkshops / The-Unsupervised-Learning-Workshop
An Interactive Approach to Understanding Unsupervised Learning Algorithms
hierarchical-clustering k-means hotspot-analysis principal-component-analysis market-basket-analysis topic-modeling dbscan-clustering agglomerative-clustering
Language:Jupyter Notebook 23
waynezhanghk / gacluster
Graph Agglomerative Clustering Library
clustering image-clustering spectral-clustering graph-clustering community-detection fashion-mnist mnist agglomerative-clustering hierarchical-clustering deep-clustering clustering-evaluation k-means unsupervised-learning spectral-clustering-algorithm dbscan
Language:MATLAB 22
Pegah-Ardehkhani / Customer-Segmentation
Customer Personality Analysis Using Clustering
agglomerative-clustering clustering clustering-algorithms customer-profiling customer-segmentation customer-segmentation-analysis data-science machine-learning python customer-analysis customer-personality-analysis
Language:Jupyter Notebook 19
greenelab / hclust
Agglomerative hierarchical clustering in JavaScript
node package javascript math clustering agglomerative-clustering hierarchical-clustering
Language:JavaScript 17
OlaPietka / Agglomerative-Hierarchical-Clustering-from-scratch
Build Agglomerative hierarchical clustering algorithm from scratch, i.e. WITHOUT any advance libraries such as Numpy, Pandas, Scikit-learn, etc.
agglomerative-clustering clustering-algorithm from-scratch machine-learning
Language:Python 17
sidharth178 / Market-Segmentation-in-SBI-life-Insurance
A machine learning clustering model for customer segmentation to define marketing strategy.
agglomerative-clustering dbscan-algorithm gaussian-mixture-model k-means-clustering machine-learning segmentation spectral-clustering-algorithm
Language:Jupyter Notebook 14
andreduong-zz / credit-card-clustering
PCA. Clustering Algorithms. Business Analytics.
clustering kmeans-clustering agglomerative-clustering gaussian-mixture-models exploratory-data-analysis data-analysis data-cleaning
Language:Jupyter Notebook 12
rochitasundar / Stock-clustering-using-ML
The project involves performing clustering analysis (K-Means, Hierarchical clustering, visualization post PCA) to segregate stocks based on similar characteristics or with minimum correlation. Having a diversified portfolio tends to yield higher returns and face lower risk by tempering potential losses when the market is down.
scipy-library sklearn-library standardscaler k-means-clustering elbow-plot silhouette-score agglomerative-clustering dendrogram linkage-analysis cophenetic-distance principal-component-analysis
Language:Jupyter Notebook 12
alifrmf / Customer-Segmentation-Using-Clustering-Algorithms
Customer Segmentation Using Unsupervised Machine Learning Algorithms
agglomerative-clustering cleaning-data clustering customer-segmentation data data-science dbscan-clustering exploratory-data-analysis feature-importance gaussian-mixture-clustering hirarchical-clustering hyperparameter-selection kmeans-clustering machine-learning-algorithms minibatchkmeans-clustering outlier-analysis python unsupervised-learning feature-selection
Language:Jupyter Notebook 11
sharmaroshan / Clustering-of-Mall-Customers
Clustering Analysis Performed on the Customers of a Mall based on some common attributes such as salary, buying habits, age and purchasing power etc, using Machine Learning Algorithms.
clustering kmeans-clustering elbow-method dendrograms agglomerative-clustering data-visualization data-analysis eda beginner
Language:Jupyter Notebook 11
iesl / expLinkage
Supervised hierarchical clustering
hierarchical-clustering supervised-clustering agglomerative-clustering hac
Language:Python 9
yasinakinn / hierarchical-clustering
Linkage Methods for Hierarchical Clustering
clustering linkage hierarchical-clustering agglomerative-clustering agglomerative ward canberra euclidean euclidean-distances manhattan-distance minkowski-distance shiny-apps
Language:Python 9
avirichie / Customer-Segmentation-using-Unsupervised-Learning
This project shows how to perform customers segmentation using Machine Learning algorithms. Three techniques will be presented and compared: KMeans, Agglomerative Clustering ,Affinity Propagation and DBSCAN.
clustering-algorithm cluster unsupervised-learning kmeans-clustering affinity-propagation dbscan-clustering agglomerative-clustering customer-segmentation-analysis
Language:Jupyter Notebook 8
alianoroozi / Image-Clustering
Image Clustering by KMeans and agglomerative hierarchical clustering
python image-clustering kmeans agglomerative-clustering
Language:Jupyter Notebook 7
srp98 / Unsupervised-Learning
Clustering Algorithms based on centroids namely K-Means Clustering, Agglomerative Clustering and Density Based Spatial Clustering
k-means-clustering agglomerative-clustering python-3 density-based-clustering scikit-learn numpy random matplotlib scipy
Language:Python 7
antoine-hochart / photo_album_faces
Clustering and recognition of faces in a photo album
face-detection face-recognition face-clustering mtcnn facenet computer-vision pytorch agglomerative-clustering graph-degree-linkage
Language:Python 6
Ruban2205 / Machine_learning_fundamentals
This repository contains a collection of fundamental topics and techniques in machine learning. It aims to provide a comprehensive understanding of various aspects of machine learning through simplified notebooks. Each topic is covered in a separate notebook, allowing for easy exploration and learning.
data-preprocessing data-science machine-learning machine-learning-algorithms python adaboost-classifier agglomerative-clustering apriori-algorithm ensemble-learning fuzzy-cmeans-clustering machine-learning-models multilayer-perceptron random-forest-classifier self-organizing-map single-layer-perceptron
Language:Jupyter Notebook 6
Milestone-2-Spotify-Music-Clustering-with-Unsupervised-Learning
Cody-Lange / Milestone-2-Spotify-Music-Clustering-with-Unsupervised-Learning
Clustering music genres with audio data fetched from the Spotify API, features generated from Librosa, K-Means clustering, agglomerative clustering, and PCA/ t-SNE dimensionality reduction
spotify music unsupervised-learning pca t-sne k-means-clustering agglomerative-clustering librosa audio-processing
Language:Jupyter Notebook 5
dreamvrutik / Data-Mining-Clustering
agglomerative-clustering divisive-clustering k-means-clustering python3
Language:Python 5
Howuhh / mst_clustering
implementation of agglomerative single linkage clustering with minimum spanning tree algorithm
clustering agglomerative-clustering agglomerative hierarchical-clustering single-linkage python algorithms
Language:Jupyter Notebook 5
pushkarsaini18 / Customer-Behaviour-Pattern
Customer Personality Analysis is a detailed analysis of a company’s ideal customers. It helps a business to better understand its customers and makes it easier for them to modify products according to the specific needs, behaviors, and concerns of different types of customers. Customer personality analysis helps a business to modify its product based on its target customers from different types of customer segments. For example, instead of spending money to market a new product to every customer in the company’s database, a company can analyze which customer segment is most likely to buy the product and then market the product only on that particular segment.
kmeans-clustering dbscan-clustering clustering-algorithm clustering-methods model-deployment agglomerative-clustering streamlit
Language:Jupyter Notebook 5
anshul1004 / CountriesSearchEngine
A search engine built to retrieve geographical information of any country.
search-engine search-engines search-engine-algorithm information-retrieval crawling indexing user-interface clustering query-expansion google apache-nutch apache-solr k-means-clustering hierarchical-clustering agglomerative-clustering rocchio-algorithm hits-algorithm pagerank-algorithm countries nations
Language:Python 4
devVipin01 / Exploring_Unsupervised_Learning
This notebook will walk through some of the basics of Agglomerative Clustering.
unsupervised-machine-learning agglomerative-clustering
Language:Jupyter Notebook 4
havelhakimi / gene-expression
Agglomerative based clustering on gene expression dataset
agglomerative-clustering clustering geneexpression hierarchical-clustering rna-seq unsupervised-machine-learning
Language:Jupyter Notebook 4
ShariqAhmed007 / MLmatchmaking
Using Machine Learning to find people with similar personalities & interest for matchmaking
machine-learning principal-component-analysis kmeans-clustering hierarchical-clustering agglomerative-clustering unsupervised-learning r-language
Language:R 4
hacetin / kmeans-and-agglomerative
Comparison of K-Means and Agglomerative Clustering
clustering kmeans agglomerative kmeans-clustering agglomerative-clustering comparison
Language:Python 3
kevalmorabia97 / Agglomerative-Hierarchical-Clustering-Comparison
Comparison of different linkages like complete, averagem ward on different datasets by plotting data on 2D plane by matplotlib
clustering hierarchical-clustering agglomerative-clustering python3
Language:Python 3
suva007 / clustering
CONTAINS CLUSTERING ALGORITHMS
clustering algorithm kmeans-clustering mst agglomerative-clustering research categorical-data numerical-data kmode optimisation python
Language:Jupyter Notebook 3
ThomasKranz / GeoDataScience
Introduction to Geospatial Data in Python using Google API and GeoPandas
geospatial geocoding k-means-implementation-in-python agglomerative-clustering latitude-and-longitude geopandas
Language:Jupyter Notebook 3
uddhav-raj / Log-Analysis-Using-Machine-Learning-And-Hadoop
A machine learning based log analysis to identify anomalous behaviour and act as Intrusion Detection System
log-analysis machine-learning k-means-clustering agglomerative-clustering spectral-propagation-clustering affinity-propagation-clustering
Language:Jupyter Notebook 3
vaitybharati / Assignment-07-Clustering-Hierarchical-Airlines-
Assignment-07-Clustering-Hierarchical-Airlines. Perform clustering (hierarchical) for the airlines data to obtain optimum number of clusters. Draw the inferences from the clusters obtained. Data Description: The file EastWestAirlinescontains information on passengers who belong to an airline’s frequent flier program. For each passenger the data include information on their mileage history and on different ways they accrued or spent miles in the last year. The goal is to try to identify clusters of passengers that have similar characteristics for the purpose of targeting different segments for different types of mileage offers.
python agglomerative-clustering hierarchical-clustering scipy sklearn clustering-algorithm normalization dendogram euclidean-distances ward-linkage scatter-plot
Language:Jupyter Notebook 3
Austin-rgb / kmeans-vs-agglomerative
Comparing k-means clustering with Agglomerative clustering on online shoppers intention dataset
agglomerative-clustering kmeans-clustering machine-learning
2
ibtissam01 / Fetale_health-_-classifiaction-clusterng
Ce projet consiste en l'analyse de données dans le domaine de la santé, plus précisément la classification de la santé fœtale, en utilisant des techniques d'apprentissage automatique
agglomerative-clustering arbre dbscan foret kmeans knn machine-learning svm
Language:Jupyter Notebook 2

agglomerative-clustering

shubhamjha97 / hierarchical-clustering

dinggd / Dispersion-based-Clustering

SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval

PacktWorkshops / The-Unsupervised-Learning-Workshop

waynezhanghk / gacluster

Pegah-Ardehkhani / Customer-Segmentation

greenelab / hclust

OlaPietka / Agglomerative-Hierarchical-Clustering-from-scratch

sidharth178 / Market-Segmentation-in-SBI-life-Insurance

andreduong-zz / credit-card-clustering

rochitasundar / Stock-clustering-using-ML

alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

sharmaroshan / Clustering-of-Mall-Customers

iesl / expLinkage

yasinakinn / hierarchical-clustering

avirichie / Customer-Segmentation-using-Unsupervised-Learning

alianoroozi / Image-Clustering

srp98 / Unsupervised-Learning

antoine-hochart / photo_album_faces

Ruban2205 / Machine_learning_fundamentals

Cody-Lange / Milestone-2-Spotify-Music-Clustering-with-Unsupervised-Learning

dreamvrutik / Data-Mining-Clustering

Howuhh / mst_clustering

pushkarsaini18 / Customer-Behaviour-Pattern

anshul1004 / CountriesSearchEngine

devVipin01 / Exploring_Unsupervised_Learning

havelhakimi / gene-expression

ShariqAhmed007 / MLmatchmaking

hacetin / kmeans-and-agglomerative

kevalmorabia97 / Agglomerative-Hierarchical-Clustering-Comparison

suva007 / clustering

ThomasKranz / GeoDataScience

uddhav-raj / Log-Analysis-Using-Machine-Learning-And-Hadoop

vaitybharati / Assignment-07-Clustering-Hierarchical-Airlines-

Austin-rgb / kmeans-vs-agglomerative

ibtissam01 / Fetale_health-_-classifiaction-clusterng