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DESCRIPTION
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Package: FEAST
Type: Package
Title: FEAST: fast expectation-maximization for microbial source tracking
Version: 0.1.0
Author: Authors@R: person("Liat", "Shenhav", email = "[email protected]",
role = c("aut", "cre"))
Maintainer: The package maintainer <[email protected]>
Description: A major challenge of analyzing the compositional
structure of microbiome data is identifying its potential origins.
Here, we introduce fast expectation-maximization microbial source
tracking (FEAST), a ready-to-use scalable framework that can
simultaneously estimate the contribution of thousands of potential
source environments in a timely manner, thereby helping unravel the
origins of complex microbial communities. The information gained from
FEAST may provide insight into quantifying contamination, tracking the
formation of developing microbial communities, as well as distinguishing
and characterizing bacteria-related health conditions.
Depends: R (>= 3.4.4)
License: This work is licensed under the Creative Commons
Attribution-Non-Commercial-ShareAlike 4.0 International License.
Encoding: UTF-8
LazyData: true
Imports:
vegan,
dplyr,
reshape2,
ggplot2,
cowplot,
ggthemes,
gridExtra,
Rcpp,
RcppArmadillo
LinkingTo:
Rcpp,
RcppArmadillo
RoxygenNote: 6.1.1