aweSOM
Interactive Self-Organizing Maps
Self-organizing maps (also known as SOM, see Kohonen (2001) doi:10.1007/978-3-642-56927-2) are a method for dimensionality reduction and clustering of continuous data. This package introduces interactive (html) graphics for easier analysis of SOM results. It also features an interactive interface, for push-button training and visualization of SOM on numeric, categorical or mixed data, as well as tools to evaluate the quality of SOM.
- Version1.3
- R version≥ 3.1.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release08/30/2022
Documentation
Team
Julien Boelaert
Etienne Ollion
Show author detailsRolesAuthorJan Sodoge
Show author detailsRolesAuthorMohamed Megdoud
Show author detailsRolesContributorOtmane Naji
Show author detailsRolesContributorArnaud Lemba Kote
Show author detailsRolesContributorTheo Renoud
Show author detailsRolesContributorSamuel Hym
Show author detailsRolesContributor
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- Imports20 packages
- Suggests1 package