Other packages > Find by keyword >

RWNN  

Random Weight Neural Networks
View on CRAN: Click here


Download and install RWNN package within the R console
Install from CRAN:
install.packages("RWNN")

Install from Github:
library("remotes")
install_github("cran/RWNN")

Install by package version:
library("remotes")
install_version("RWNN", "0.4")



Attach the package and use:
library("RWNN")
Maintained by
Søren B. Vilsen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-03
Latest Update: 2024-09-03
Description:
Creation, estimation, and prediction of random weight neural networks (RWNN), Schmidt et al. (1992) <doi:10.1109/ICPR.1992.201708>, including popular variants like extreme learning machines, Huang et al. (2006) <doi:10.1016/j.neucom.2005.12.126>, sparse RWNN, Zhang et al. (2019) <doi:10.1016/j.neunet.2019.01.007>, and deep RWNN, Henríquez et al. (2018) <doi:10.1109/IJCNN.2018.8489703>. It further allows for the creation of ensemble RWNNs like bagging RWNN, Sui et al. (2021) <doi:10.1109/ECCE47101.2021.9595113>, boosting RWNN, stacking RWNN, and ensemble deep RWNN, Shi et al. (2021) <doi:10.1016/j.patcog.2021.107978>.
How to cite:
Søren B. Vilsen (2024). RWNN: Random Weight Neural Networks. R package version 0.4, https://cran.r-project.org/web/packages/RWNN. Accessed 17 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited RWNN R package
View RWNN citation profile
Other R packages that RWNN depends, imports, suggests or enhances
Complete documentation for RWNN
Functions, R codes and Examples using the RWNN R package
Full RWNN package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

74,019

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA