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AutoNN  

Automatic Neural Network Modeling for Time Series Forecasting
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("AutoNN", "0.1.0")



Attach the package and use:
library("AutoNN")
Maintained by
S. Vishnu Shankar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-18
Latest Update: 2026-05-18
Description:
Provides optimal combinations of input nodes and hidden neurons for fitting feedforward single-layer artificial neural networks in time series forecasting. Models are evaluated using root mean square error, mean absolute percentage error, and mean absolute error measures.
How to cite:
S. Vishnu Shankar (2026). AutoNN: Automatic Neural Network Modeling for Time Series Forecasting. R package version 0.1.0, https://cran.r-project.org/web/packages/AutoNN. Accessed 08 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited AutoNN R package
View AutoNN citation profile
Other R packages that AutoNN depends, imports, suggests or enhances
Complete documentation for AutoNN
Functions, R codes and Examples using the AutoNN R package
Full AutoNN package functions and examples
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