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# TDbasedUFE
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The goal of TDbasedUFE is to …
## Installation
You can install the latest release of TDbasedUFE from
[GitHub](https://github.com/) with:
``` r
# install.packages("devtools")
devtools::install_github("tagtag/TDbasedUFE@v0.1.0")
```
You can install the development version of TDbasedUFE from
[GitHub](https://github.com/) with:
``` r
# install.packages("devtools")
devtools::install_github("tagtag/TDbasedUFE",build_vignettes = TRUE)
```
or if it does not work, try
``` r
# 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:
``` latex
@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}
}
```
[\[DOI\]](https://doi.org/10.1007/978-3-030-22456-1)
## Vignettes
How to use it
vignette(“QuickStart”)
For more theoretical background
vignette(“TDbasedUFE”)
