Tutorials

1. Basic Matrix Decomposition (LU, Cholesky, QR, and EVD)

This tutorial shows the basic usage of this package. Google Colab

2. Unsupervised Dimensional Reduction (PCA/SVD, ICA, and NMF)

This tutorial shows how to decompose a matrix into the matrix product of factor matrices without label information. Google Colab

3. Supervised Dimensional Reduction (PCA vs PLS)

This tutorial shows how to decompose a matrix into the matrix product of factor matrices with label information. Google Colab