TDbasedUFE

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

https://github.com/tagtag/tdbasedufe

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

README.Rmd

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# TDbasedUFE




The goal of TDbasedUFE is to ...

## Installation

``` r
if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")
BiocManager::install("TDbasedUFE")
```

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")

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