Published November 17, 2022 | Version v1
Presentation Open

CGC: an open-source Python module for geospatial data clustering

  • 1. Netherlands eScience Center

Description

The Clustering Geo-Data Cubes (CGC) package focuses on the needs of geospatial data scientists who require tools to make sense of multi-dimensional data cubes by performing co-cluster and tri-cluster analyses on both local and distributed systems. The package provides iterative co-clustering (2D) and tri-clustering (3D) algorithms with optional cluster refinement step, which can be run on a single workstation or on a computing cluster by using parallel and distributed computing capabilities of Dask.

Files

3-3-CGC.pdf

Files (1.3 MB)

Name Size Download all
md5:0a0b4687cdc0ad4b6e6842871e60d764
1.3 MB Preview Download