Streamlining spectral data processing and modeling for spectroscopy applications
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Type: Package
Package: simplerspec
Version: 0.1.0.9001
Date: 2020-04-05
Title: Soil and plant spectroscopic model building and prediction
Description: Functions that cover
reading of spectral data, outlier removal,
spectral preprocessing, calibration sampling, PLS regression
using caret, and model diagnostic statistics and plots.
Authors@R: person("Philipp", "Baumann",
email = "philipp.baumann@usys.ethz.ch", role = c("aut", "cre"))
URL: https://github.com/philipp-baumann/simplerspec
BugReports: https://github.com/philipp-baumann/simplerspec
Depends: R (>= 3.0),
foreach
Imports:
caret,
cowplot,
data.table,
dplyr (>= 0.7.0),
e1071,
ggplot2 (>= 2.0.0),
hexView,
magrittr,
mvoutlier,
modelr,
pls,
plyr,
prospectr,
purrr,
reshape2,
rlang (>= 0.2.0),
tibble,
tidyselect,
tidyr,
utils,
glue,
broom
License: GPL-2
LazyData: TRUE
RoxygenNote: 7.1.0
Roxygen: list(markdown = TRUE)
Encoding: UTF-8