A generic tool for manifold analysis. It allows to infer a relevant transition or evolutionary path which can highlights the features involved in a specific process. 'spathial' can be useful in all the scenarios where the temporal (or pseudo-temporal) evolution is the main problem (e.g. tumor progression). The algorithm for finding the principal path is described in: Ferrarotti et al., (2019) <doi:10.1109/TNNLS.2018.2884792>."
Version: | 0.1.1 |
Depends: | R (≥ 3.5) |
Imports: | pracma, igraph, matrixStats, MASS, Rtsne, class, utils, knitr, rmarkdown |
Published: | 2020-03-25 |
Author: | Erika Gardini [aut, cre], Federico M. Giorgi [aut], Sergio Decherchi [aut] |
Maintainer: | Erika Gardini <erika.gardini4 at unibo.it> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | spathial results |
Reference manual: | spathial.pdf |
Vignettes: |
Spathial Package Vignette |
Package source: | spathial_0.1.1.tar.gz |
Windows binaries: | r-devel: not available, r-devel-gcc8: not available, r-release: not available, r-oldrel: not available |
OS X binaries: | r-release: not available, r-oldrel: not available |
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