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clustering-analysis

Here are 22 public repositories matching this topic...

BayoAdejare / pipeline-ecommerce

E-commerce Data Pipeline

machine-learning database azure power-bi pandas python3 data-warehouse adf powerbi databricks synapse data-engineer clustering-analysis data-engineering-pipeline azure-sql

Updated Oct 22, 2024
Python

stivenramireza / clustering-and-unsupervised-machine-learning

Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.

data-mining big-data artificial-intelligence data-analytics gaussian-mixture-models pattern-recognition kernel-density-estimation hierarchical-clustering unsupervised-machine-learning k-means-clustering dendrogram clustering-analysis udemy-course pattern-extraction

Updated Sep 6, 2019
Python

PabloJRW / super_store_projects

Clustering - Cohort Analysis - Retention Analysis

kmeans-clustering hierarchical-clustering clustering-analysis no-supervised-machine-learning

Updated Apr 11, 2024
Python

KirovVerst / qparallel

Library of popular algorithms implemented in a parallel way

python graph-algorithms sorting-algorithms random-number-generators clustering-analysis

Updated Jan 1, 2019
Python

DimFragk / Centroid-clustering-app

Selection of the best centroid based clustering version with k-medoids and k-means

pam k-means clustering-evaluation k-medoids clustering-validation k-means-clustering kmedoids clustering-analysis calinski-harabaz-score k-medoids-clustering clustering-visualisation silhouette-score fasterpam centroid-based-clustering

Updated Oct 22, 2024
Python

berksudan / PySpark-Auto-Clustering

Implemented an auto-clustering tool with seed and number of clusters finder. Optimizing algorithms: Silhouette, Elbow. Clustering algorithms: k-Means, Bisecting k-Means, Gaussian Mixture. Module includes micro-macro pivoting, and dashboards displaying radius, centroids, and inertia of clusters. Used: Python, Pyspark, Matplotlib, Spark MLlib.

spark clustering pyspark kmeans-clustering spark-mllib elbow-method gaussian-mixture clustering-analysis bisecting-kmeans silhouette-score

Updated Mar 26, 2022
Python

francaisse / DMML-CW1

K-Means Clustering & Dimensionality Reduction and Market Basket Analysis - Project Submission for Data Mining & Machine Learning Module

pca-analysis clustering-algorithm k-means-clustering agglomerative-clustering clustering-analysis marketbasketanalysis

Updated May 6, 2023
Python

barbarametzler / clusteringsatelliteimages

code for PhD thesis

python3 satellite-imagery sub-saharan-africa urban-data-science clustering-analysis deepcluster

Updated Aug 30, 2023
Python

anirban-code-to-live / diverse-clustering

Partitioning a set of objects into groups(clusters) of diverse objects. The aim is to maximize intra-cluster diversity while at the same time maintaining the inter-cluster similarity.

clustering-analysis diverse-clustering

Updated Oct 17, 2019
Python

wicek-w / clustering-polish-keywords

An application for clustering keywords in polish based on text morphology or semantic connections.

seo seo-optimization clustering-analysis nltk-python streamlit-application keyword-clustering

Updated Aug 3, 2023
Python

ivancete / IN-Clustering

Práctica de clustering de la asignatura Inteligencia de Negocio de cuarto curso de Ingeniería Informática.

sklearn python3 business-intelligence clustering-algorithm clustering-analysis

Updated Jan 19, 2018
Python

olivierzach / random-neighbors

Random Neighbors: Random Forest style clustering for high-dimensional data

data-science machine-learning algorithm clustering optimization high-dimensional-data unsupervised-learning dbscan clustering-analysis

Updated Oct 3, 2020
Python

Bobidan97 / covid_moonshot

Cheminformatics based project that aims to assess the diversity of the known inhibitors of SarsCov-2 proteases taken from COVID Moonshot project.

cheminformatics sklearn pca drug-discovery rdkit t-sne clustering-analysis

Updated Apr 13, 2022
Python

lucasSaavedra123 / dynamic_clustering

A concatenation of two GNNs to decode dynamic clustering on localization datasets

deep-learning artificial-intelligence clustering-analysis membrane-protein acetylcholine-receptor

Updated Jul 31, 2024
Python

Clustering-by-Silhouette

EtzionR / Clustering-by-Silhouette

Optimize clustering labels using Silhouette Score.

machine-learning clustering kmeans silhouette clustering-evaluation hdbscan meanshift clustering-analysis

Updated Aug 19, 2021
Python

salar96 / MEP-Orthogonal-NMF

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

clustering matrix-factorization constrained-optimization data-analysis outlier-detection clustering-algorithm nmf resource-allocation nonnegativity-constraints anomaly-detection orthogonal nonnegative-matrix-factorization sparse-representations clustering-analysis nmf-decomposition deterministic-annealing onmf

Updated Jan 22, 2024
Python

EtzionR / generate-Convex-Hull-SHP-from-HDBSCAN-clustering-probabilities

Defines a boundary around cluster centers in a given point-layer shapefile.

machine-learning geometry clustering gis coordinate-systems shp convex-hull geographical-information-system esri hdbscan clustering-analysis

Updated Aug 17, 2021
Python

jyyulab / MICA

Mutual Information-based Non-linear Clustering Analysis

dimensionality-reduction mutual-information single-cell-rna-seq graph-embedding clustering-analysis

Updated Oct 1, 2024
Python

bessagroup / CRATE

CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization

computational-mechanics clustering-analysis material-modelling computational-homogenization

Updated Nov 15, 2023
Python

ShuyueG / CVI_using_DSI

Cluster Validity Index Using a Distance-based Separability Measure

clustering-analysis cluster-validity cluster-validity-index-evaluation separability-measure

Updated Jan 14, 2022
Python

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