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davies-bouldin

Here are 7 public repositories matching this topic...

Simon-Bertrand / Clusters-Features

The Clusters-Features package allows data science users to compute high-level linear algebra operations on any type of data set. It computes approximatively 40 internal evaluation scores such as Davies-Bouldin Index, C Index, Dunn and its Generalized Indexes and many more ! Other features are also available to evaluate the clustering quality.

Updated Apr 1, 2022
Python

mattbova / Bova_Tools

Python toolbox intended for GIS Archaeology tools developed by Matthew Bova

python gis archaeology arcpy cultural-heritage kmeans-clustering multivariate-analysis arcpython davies-bouldin

Updated Mar 28, 2022
Python

y656 / Weather-data-clustering

This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset

pandas-dataframe pca outlier-detection clustering-algorithm kmeans-clustering hierarchical-clustering unsupervised-machine-learning elbow-plot dendrogram truncated-svd minmaxscaling matplotlib-pyplot seaborn-plots kernelpca robust-scaling outliers-detection silhouette-score standard-scaler davies-bouldin

Updated Jul 2, 2022
Jupyter Notebook

dbbatalha / credit_clustering

Clustering usuarios de cartão de crédito usando KMeans.

python clustering cluster kmeans-clustering unsupervised-machine-learning calinski-harabaz-score silhouette-score davies-bouldin

Updated Dec 1, 2021
Jupyter Notebook

imane-ayouni / Customer-Segmentation

Clustering algorithms to segment clients of a distribution company

clustering gaussian-mixture-models kmeans-clustering dbscan-clustering unsupervised-machine-learning elbow-method silhouette-method davies-bouldin calinski-harabasz

Updated Feb 28, 2022
Jupyter Notebook

nwiroonsri / NCvalid

Algorithms for computing cluster validity indices including a new correlation-based called Wiroonsri index

r clustering index kmeans silhouette validity cvi davies-bouldin calinski-harabasz wiroonsri

Updated Sep 14, 2023
R

imane-ayouni / Chicago-Public-School-Students-Clustering

Unsupervised learning algorithms to cluster students of a public school

unsupervised-learning kmeans-clustering hierarchical-clustering dbscan-clustering agglomerative-clustering elbow-plot dendrogram gaussian-mixture silhouette-plots silhouette-score davies-bouldin calinski-harabasz

Updated Feb 28, 2022
Jupyter Notebook

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