SpatialCluster

SpatialCluster is a library developed in Python 3.8 that allows for the handling of tasks related to spatial data clustering. Its primary application domain is the clustering of urban spaces, such as urban regions and neighborhoods. The library implements several spatial clustering algorithms, including Deep Modularity Networks, Gaussian Mixture Models, and Information Theoretic-based Clustering, among others. It facilitates working with spatially distributed data in urban areas and using this data to infer spatial partitions of the area. In urban clustering, these tools produce urban maps that display spatial distributions based on socioeconomic variables, aesthetic perceptions, or other demographic features of interest. The library includes modules to import data, evaluate spatial clusters, and visualize them.

Installation

Install using pip!

$ pip install SpatialCluster

Documentation in English

https://spatial-cluster-english-doc.readthedocs.io/en/latest/

Documentation in Spanish

https://spatialcluster.readthedocs.io/en/latest/

Project links

Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for AxelReyesO from gravatar.com AxelReyesO

Credits

Author: AxelReyesO (Axel Reyes O)

License

MIT

Tags

python spatial urban cluster

Classifiers

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Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for AxelReyesO from gravatar.com AxelReyesO

Credits

Author: AxelReyesO (Axel Reyes O)

License

MIT

Tags

python spatial urban cluster

Classifiers

Report project as malware

Release files for SpatialCluster 1.0.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for SpatialCluster 1.0.0
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SpatialCluster-1.0.0.tar.gz 3.0 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for SpatialCluster 1.0.0
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SpatialCluster-1.0.0-py3-none-any.whl 3.0 MB Python 3 none any Details

Total release size: 6.0 MB

Release files / SpatialCluster-1.0.0.tar.gz

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Size 3.0 MB
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Release files / SpatialCluster-1.0.0-py3-none-any.whl

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Size 3.0 MB
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