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MarqLevAlgParallel

A parallelized Marquardt-Levenberg Algorithm : the R package marqLevAlg

Install / Use

/learn @VivianePhilipps/MarqLevAlgParallel
About this skill

Quality Score

0/100

Supported Platforms

Zed

README

<img src="man/images/mlalogo.png" align="right" width=130 style="margin-right: 0px;vertical-align:bottom"/> <span style="font-size:38px"> The marqLevAlg R package </span>

 

 

<p align="justify"> The marqLevAlg package implements a Marquardt-Levenberg optimization algorithm. It is a local general-purpose optimizer with a stringent convergence criterion that prevents convergence to saddle points. We provide parallel calculations that reduces computation time in complex setting. </p>

A detailed paper is available in the R Journal:

<p align="justify"> Philipps V, Hejblum BP, Prague M, Commenges D, Proust-Lima C. Robust and Efficient Optimization Using a Marquardt-Levenberg Algorithm with R Package marqLevAlg. The R Journal, 2021, 13:2, 365-379. <https://doi.org/10.32614/RJ-2021-089> </p>
View on GitHub
GitHub Stars7
CategoryDevelopment
Updated1y ago
Forks3

Languages

R

Security Score

55/100

Audited on Jul 23, 2024

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