Least squares adjustment software
Accelerated Proximal Gradient (APG) algorithm implementation for Nuclear Norm regularized linear Least Squares problem (NNLS).
LinearEquationsSolver provides a comprehensive solution for solving linear equations using the principles of linear algebra.
Some numerical optimization method in Python
nodejs module for calculating a simple regression line from bivariate data using the 'linear least squares'
Reference implementations of Householder QR decomposition, Hessenberg reduction, eigenvalue QR-algorithm and QR-LLS using Eigen3 lib
Least squares adjustment software
CPU temperature data computation project
Practice with various numerical schemes (Group homeworks, Numerical Algorithms 2023-24 @uva)
The project involves sampling designs and summarizing data, maximum likelihood estimation of parameters, bootstrap, parametric and non-parametric inference, the analysis of variance, linear least squares, categorical data, elements of the decision theory and bayesian inference.
Code scripts for implementing Bjorck-Duff's algorithm.
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