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bisecting-kmeans

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berksudan / PySpark-Auto-Clustering

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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

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