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affinity-propagation-clustering

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carrytheeast / Project_elementry_care_facilities

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[Data Analysis] Project in 2022 - Selection of additional areas for elementry care facilities, Used 8 Clustering methods

clustering pca folium kmeans-clustering kakao-api geopandas dbscan-clustering clustering-methods spectral-clustering agglomerative-clustering robust-scaling affinity-propagation-clustering silhouette-score meanshift-clustering minibatchkmeans-clustering birch-clustering gaussianmixture-clustering
  • Updated Dec 27, 2022
  • Jupyter Notebook

Quantum-Software-Development / 11-DataMining_Affinity_Propagation_Algorithm

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👩🏻‍🚀 11-Data Miining -Affinity Propagation Algorithm - This repo shows how Affinity Propagation performs unsupervised clustering by finding exemplars automatically — no need to set the number of clusters like K-Means. It uses message passing between data points and includes code, K-Means comparison and Silhouette Score evaluation

machine-learning unsupervised-learning correlation-matrix affinity-propagation-clustering silhouette-score positive-correlation negative-correlation
  • Updated Nov 5, 2025
  • Jupyter Notebook

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