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

💬 Algorithms to Decompose Matrices

linear algebra,math concepts and applications

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

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

A collection of the assignments in the course advanced machine learning

💬 Algorithms to Decompose Matrices