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DESCRIPTION
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DESCRIPTION
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Package: spathial
Type: Package
Title: Evolutionary Analysis
Version: 0.1.2
Authors@R: c(person("Erika", "Gardini", email = "[email protected]", role = c("aut", "cre")),
person("Federico M.", "Giorgi", email = "[email protected]", role = c("aut")),
person("Sergio", "Decherchi", email = "[email protected]", role = c("aut")),
person("Andrea", "Cavalli", email = "[email protected]", role = c("aut")))
Author: Erika Gardini [aut, cre],
Federico M. Giorgi [aut],
Sergio Decherchi [aut],
Andrea Cavalli [aut]
Maintainer: Erika Gardini <[email protected]>
Description: 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>."
License: GPL-3
Encoding: UTF-8
LazyData: TRUE
RoxygenNote: 7.0.2
Depends: R (>= 3.5)
NeedsCompilation: no
Imports:
pracma,
igraph,
matrixStats,
MASS,
Rtsne,
class,
utils,
knitr,
rmarkdown,
irlba
VignetteBuilder:
utils,
knitr,
rmarkdown