tensor-regression

Guest lectures on statistical analysis of tensor-variate data: tensor normal distribution, tensor regression, matrix-free methods, functional MRI (fMRI) applications. STAT 5010, Iowa State University.

tensor fmri tensor-decomposition multivariate-statistics lecture-slides tensor-regression functional-mri statistics-education tensor-normal-distribution

Updated Apr 28, 2026

TheAxeC / block-term-tensor-regression

Star

Block-Term Tensor Regression (BTTR): predicts a tensor Y from a tensor X by deflation, with automatic component extraction (ACE/ACCoS). Code for Faes et al., IEEE TNNLS 2022.

python brain-computer-interface tensor-decomposition ecog tensor-regression block-term-decomposition

Updated May 25, 2024
Python

dayusun / tensory

Star

Tensor algebra and regression with tensor-valued predictors in R: dense, sparse, symmetric and factorized tensor classes, CP and Tucker decompositions, and three tensor regression models including PQTR.

r rcpp statistics tensor-decomposition quantile-regression tensor-regression

Updated Oct 2, 2026
R

Add this topic to your repo

To associate your repository with the tensor-regression topic, visit your repo's landing page and select "manage topics."

Learn more