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wavelets-training

A repository for the use training on "Continuous Wavelet Transformation for Spectroscopy" at ASCEND summer training 2024


Requirements

Users will need to have R (>= 4.0.0) and RStudio installed in their computers. Users will also have to clone though Github or download this repository in their local computer. Then, install the following libraries:

install.packages("data.table")
install.packages("CWT")
install.packages("ccrtm")
install.packages("pls")
install.packages("plsVarSel")
install.packages("parallel")
install.packages("ggplot2")
install.packages("viridis")

Instructions

The repository was structured within four folders:

  • presentation: it contains short presentation of CWT.
  • training: it is the main folder with scripts for the training. Scrips that start with 'PRACTICE_' provides tools to work with.
  • figure: it contains scripts for visualization.
  • data: it contains a 'file.csv' with the data for the practice.

Author

J. Antonio Guzmán Q. - University of Minnesota