This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.

A small portable C library with several utility functions.

Various Small Projects on Various Subjects

😎 A curated list of tensor decomposition resources for model compression.

Clone of the Bioconductor repository for the BiocSingular package.

Fast linear algebra library for Java.

A Kogbetliantz-type SVD for general matrices.

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assis…

University Assignment, it includes audio signal processing, interpolation methods and singular value decomposition

A subset of BLAS and LAPACK routines implemented in pure C#

Movie Recommendation System created using Collaborative Filtering (Website) and Content based Filtering (Jupyter Notebook)

PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems

Using data driven numerical methods to perform system identification, model reduction, and design controllers.

Experimenting with Singular Value Decomposition

A multi-precision variant of the Hari-Zimmermann complex GSVD.

The Hari-Zimmermann complex generalized hyperbolic SVD and EVD.

Neural network compression with SVD

Using various forms of Singular Value Decomposition(SVD) for a recommendation and prediction system