An implementation of multiple maps tdistributed stochastic neighbor embedding (tSNE). Multiple maps tSNE is a method for projecting highdimensional data into several lowdimensional maps such that nonmetric space properties are better preserved than they would be by a single map. Multiple maps tSNE with only one map is equivalent to standard tSNE. When projecting onto more than one map, multiple maps tSNE estimates a set of latent weights that allow each point to contribute to one or more maps depending on similarity relationships in the original data. This implementation is a port of the original 'Matlab' library by Laurens van der Maaten. See Van der Maaten and Hinton (2012) <doi:10.1007/s1099401152734>. This material is based upon work supported by the United States Air Force and Defense Advanced Research Project Agency (DARPA) under Contract No. FA875017C0020. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the United States Air Force and Defense Advanced Research Projects Agency. Distribution Statement A: Approved for Public Release; Distribution Unlimited.
Package details 


Author  Benjamin J. Radford 
Maintainer  Benjamin J. Radford <benjamin.radford@gmail.com> 
License  FreeBSD  file LICENSE 
Version  0.1.0 
Package repository  View on CRAN 
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