v-0.99.7
The goal of TDbasedUFE is to …
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")
Tensor decomposition based unsupervised feature extraction
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:
@bookTaguchi2020,doi=10.1007/978−3−030−22456−1,url=https://doi.org/10.1007/978−3−030−22456−1,year=2020,publisher=SpringerInternationalPublishing,author=Y−H.Taguchi,title=UnsupervisedFeatureExtractionAppliedtoBioinformatics@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} }@bookTaguchi2020,doi=10.1007/978−3−030−22456−1,url=https://doi.org/10.1007/978−3−030−22456−1,year=2020,publisher=SpringerInternationalPublishing,author=Y−H.Taguchi,title=UnsupervisedFeatureExtractionAppliedtoBioinformatics
[DOI]
How to use it
vignette(“QuickStart”)
For more theoretical background
vignette(“TDbasedUFE”)
用于分析基因表达数据的R包，提供差异表达分析和功能富集分析
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TDbasedUFE
The goal of TDbasedUFE is to …
Installation
You can install the latest release of TDbasedUFE from GitHub with:
You can install the development version of TDbasedUFE from GitHub with:
or if it does not work, try
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:
@bookTaguchi2020,doi=10.1007/978−3−030−22456−1,url=https://doi.org/10.1007/978−3−030−22456−1,year=2020,publisher=SpringerInternationalPublishing,author=Y−H.Taguchi,title=UnsupervisedFeatureExtractionAppliedtoBioinformatics
[DOI]
Vignettes
How to use it
vignette(“QuickStart”)
For more theoretical background
vignette(“TDbasedUFE”)