LGhilotti/CLLPackage: This package implements descend gradient and steepest descend methods for estimating linear model coefficients

The goal of CLLPackage is to provide alternative methods to estimate coefficients of a linear model. The first method implemented is based on gradient descend approach and the second one is based on steepest gradient approach. In order to compute MSE on predictions obtained with a linear model, implementation of a k-fold cross-validation function both in sequential and in parallel way is available.

Getting started

Package details

AuthorLuca Danese, Lorenzo Ghilotti, Chiara Gaia Magnani
MaintainerLorenzo Ghilotti <l.ghilotti@campus.unimib.it>
LicenseNo license
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("LGhilotti/CLLPackage")
LGhilotti/CLLPackage documentation built on April 23, 2022, 3:48 a.m.