Man pages for philipp-baumann/simplerspec
Soil and plant spectroscopic model building and prediction

average_spcAverage spectra in spectral tibble data frame
bind_lcols_dtsBind list-columns within a tibble into a list of data.tables
create_vip_rectsCreate a data frame containing start and end positions...
extract_lcols2dtsExtract multiple tibble list-columns and return data as list...
extract_pls_vipExtract VIPs (variable importance in the projection) for a...
fit_plsCalibration sampling, model tuning, and PLS regression
fit_rfCalibration sampling, and random forest model tuning and...
gather_spcGather spectra from list of spectral data into a tibble...
join_chem_specJoin chemical and spectral data frames
join_spc_chemJoin spectra data and chemical data tibbles
merge_dtsMerge list-columns of spectra, x-axis values, metadata and...
merge_dts_lWrapper function around 'merge_dts()' for list of tibbles to...
plot_pls_vipPlot stacked ggplot2 graphs with the Variable Importance for...
plot_spcPlot tibble spectra
plot_spc_extggplot2 wrapper for extended spectra plotting
predict_from_spcPredict soil properties of new spectra based on a list of...
preprocess_spcPreprocess spectra
read_asdRead ASD fieldspec spectrometer data export into into...
read_asd_binRead ASD binary files and gather spectra and metadata in...
read_opus_bin_univRead a Bruker OPUS spectrum binary file
read_opus_univRead a list of Bruker OPUS spectrum binary files.
remove_outliersRemove outlier spectra
resample_spcResample spectra from spectral data object (tibble)
select_ref_spcSelect a set of reference spectra to be measured by reference...
slice_xvaluesSlice spectra into defined x-axis ranges
split_df2lSplit a tibble data frame into a list of tibbles by a group...
summary_dfCalculate model evaluation metrics
philipp-baumann/simplerspec documentation built on June 13, 2018, 1:57 a.m.