Fast analytical implementation of batch eigen-decomposition for 3x3 symmetric matrices with Pytorch. > 250x faster than regular Pytorch implementation of batch eigen-decomposition on GPU.

A cross compiled Scala.js port of JAMA for JVM, JavaScript, and Scala Native projects.

Implementation of the QR algorithm for computing eigenvalues and eigenvectors of a given real symmetric matrix

linear algebra,math concepts and applications

Binning method to allow performing point cloud classification tasks on low resources machines.

Time-Series Analysis on death cases and Image Compression using PCA. Determine number of PCs retain based on RMSE.

A collection of the assignments in the course advanced machine learning