tagtag

AlpsNMR

Automated spectraL Processing System for NMR

Behaviormetric

こちらは2021秋の行動計量セミナーの実習用ホームページです

LatLRR

Latent Low Rank Representation in R

MultiR

This is a R code to perform the analysis in our paper Y-h. Taguchi & Turki Turki Novel feature selection via kernel tensor decomposition for improved multi-omics data analysis https://doi.org/10.1186/s12920-022-01181-4

scMultiR

This is a R source code by which we can perform the analysis described in the following preprint Tensor-decomposition–based unsupervised feature extraction in single-cell multiomics data analysis Y-h. Taguchi, Turki Turki https://doi.org/10.3390/genes12091442

TD-multiOmics

Tensor decomposition based unsupervised feature extraction was applied to multiomics data which was used for performance evaluation of DAIBLO algorithm implemented in mixOmics package

TD_based_FE

Sample R code used for "Tensor decomposition-based unsupervised feature extraction identifies candidate genes that induce post-traumatic stress disorder-mediated heart diseases" https://doi.org/10.1186/s12920-017-0302-1

TDbasedUFE

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

TDbasedUFEadv

This is an advanced package for TDbasedUFE

tagtag/TDbasedUFE

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

tagtag/Behaviormetric

こちらは2021秋の行動計量セミナーの実習用ホームページです

tagtag/LatLRR

Latent Low Rank Representation in R

tagtag/MultiR

This is a R code to perform the analysis in our paper Y-h. Taguchi & Turki Turki Novel feature selection via kernel tensor decomposition for improved multi-omics data analysis https://doi.org/10.1186/s12920-022-01181-4

tagtag/scMultiR

This is a R source code by which we can perform the analysis described in the following preprint Tensor-decomposition–based unsupervised feature extraction in single-cell multiomics data analysis Y-h. Taguchi, Turki Turki https://doi.org/10.3390/genes12091442

tagtag/TD-multiOmics

Tensor decomposition based unsupervised feature extraction was applied to multiomics data which was used for performance evaluation of DAIBLO algorithm implemented in mixOmics package

tagtag/TD_based_FE

Sample R code used for "Tensor decomposition-based unsupervised feature extraction identifies candidate genes that induce post-traumatic stress disorder-mediated heart diseases" https://doi.org/10.1186/s12920-017-0302-1

tagtag/AlpsNMR

Automated spectraL Processing System for NMR

tagtag/TDbasedUFEadv

This is an advanced package for TDbasedUFE

tagtag/bedops

:microscope: BEDOPS: high-performance genomic feature operations

tagtag/CCA

This is R script used in "Suppression of intrahepatic cholangiocarcinoma cell growth by SKI via upregulation of the CDK inhibitor p21: A study initiated from clinical samples"

tagtag/DENV

A part of R codes used for "Principal Components Analysis Based Unsupervised Feature Extraction Applied to Gene Expression Analysis of Blood from Dengue Haemorrhagic Fever Patients" https://www.nature.com/articles/srep44016

tagtag/handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

tagtag/miRNA_blood

Sample R code used in "Principal component analysis based feature extraction approach to identify circulating microRNA biomarkers" https://doi.org/10.1371/journal.pone.0066714

tagtag/MOVIS

MOVIS: A Multi-Omics Software Solution for Multi-modal Time-Series Clustering, Embedding, and Visualizing Tasks, by Aleksandar Anžel, Dominik Heider, and Georges Hattab

tagtag/PCAUFEOPSD

This is a sample souce code to perform analysis in the paper "Principal component analysis- and tensor decomposition- based unsupervised feature extraction to select more reasonable differentially methylated cytosines: Optimization of standard deviation versus state-of-art methods" https://doi.org/10.1101/2022.04.02.486807

tagtag/PCAUFEOPSDHM

This is a sample souce code to perform analysis in the paper "Tensor decomposition and principal component analysis-based unsupervised feature extraction outperforms state-of-the-art methods when applied to histone modification profiles "

tagtag/peoj

This is a sample R code used in the following study "Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools"

tagtag/SC

Supporting information of the paper "Principal component analysis based unsupervised feature extraction applied to single cell gene expression analysis" https://www.biorxiv.org/content/early/2018/05/02/312892

tagtag/scATAC-seq

tagtag/Social-Insects

Sample R codes for gene selection used in the paper "Tensor decomposition-based and principal-component-analysis-based unsupervised feature extraction applied to the gene expression and methylation profiles in the brains of social insects with multiple castes" https://doi.org/10.1186/s12859-018-2068-7

tagtag/tagtag.github.io

tagtag/TDPCAbasedFE

これは大学院講義非線形物理学特論のサポートページです。

tagtag/xlsx2csv

Convert xslx to csv, it is fast, and works for huge xlsx files