Sparse reduced-rank regression for exploratory visualization of paired multivariate data

This repository holds all the code and all the data for the following manuscript:

Kobak D, Bernaerts Y, Weis MA, Scala F, Tolias AS, Berens P (2021), Sparse reduced-rank regression for exploratory visualisation of paired multivariate data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 70 (4), 980--1000.

Name		Name	Last commit message	Last commit date
Latest commit History 56 Commits
data		data
figures		figures
pickles		pickles
README.md		README.md
cross-validation.ipynb		cross-validation.ipynb
demo.ipynb		demo.ipynb
figure-bibiplots.ipynb		figure-bibiplots.ipynb
figure-cv.ipynb		figure-cv.ipynb
figure-fuzik.ipynb		figure-fuzik.ipynb
figure-pca.ipynb		figure-pca.ipynb
load-data.ipynb		load-data.ipynb
rnaseqTools.py		rnaseqTools.py
sparseRRR.py		sparseRRR.py

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