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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
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