qr-decomposition-methods

QR decomposition using Householder reflections

OpenACC GPU parallelization for various numerical methods and miscellaneous problems using FORTRAN

Collection of numeric calculus scripts developed as a part of the MAP3121 course held in the first semester of 2021 (USP)

Projects written in C++ and Python. The recent made project is inside the EmbeddedDroneTracking_project which constructs a radar system that detects UAVs in a monitored environment following a framework designed for solving least square problems.

‘linr’ is used to fit a linear model with high efficiency. It is implemented by algorithm of three matrix decomposition methods, QR decomposition, Cholesky decomposition and the singular value decomposition (SVD).

Functions to fitting linear regression using QR decomposition approach