tagtag / TDbasedUFE

This is a R package that intends to perform all the features possible by tensor decomposition based unsupervised feature extraction

TDbasedUFE

The goal of TDbasedUFE is to …

Installation

You can install the latest release of TDbasedUFE from GitHub with:

# install.packages("devtools")
devtools::install_github("tagtag/TDbasedUFE@v0.1.0")

You can install the development version of TDbasedUFE from GitHub with:

# install.packages("devtools")
devtools::install_github("tagtag/TDbasedUFE",build_vignettes = TRUE)

or if it does not work, try

# install.packages("devtools")
devtools::install_github("tagtag/TDbasedUFE")

TDbasedUFE

Tensor decomposition based unsupervised feature extraction

Manuscript

The theoretical back ground of this package was described in the following book:

“Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach” by Y-h. Taguchi

Please cite the book as:

@book{Taguchi2020,
  doi = {10.1007/978-3-030-22456-1},
  url = {https://doi.org/10.1007/978-3-030-22456-1},
  year = {2020},
  publisher = {Springer International Publishing},
  author = {Y-H. Taguchi},
  title = {Unsupervised Feature Extraction Applied to Bioinformatics}
}

[DOI]

Vignettes

How to use it

vignette(“QuickStart”)

For more theoretical background

vignette(“TDbasedUFE”)