CRAN/E | nnfor

nnfor

Time Series Forecasting with Neural Networks

Installation

About

Automatic time series modelling with neural networks. Allows fully automatic, semi-manual or fully manual specification of networks. For details of the specification methodology see: (i) Crone and Kourentzes (2010) doi:10.1016/j.neucom.2010.01.017; and (ii) Kourentzes et al. (2014) doi:10.1016/j.eswa.2013.12.011.

kourentzes.com/forecasting/2019/01/16/tutorial-for-the-nnfor-r-package/
Bug report File report

Key Metrics

Version 0.9.9
Published 2023-11-15 157 days ago
Needs compilation? no
License GPL-3
CRAN checks nnfor results

Downloads

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Maintainer

Maintainer

Nikolaos Kourentzes

nikolaos@kourentzes.com

Authors

Nikolaos Kourentzes

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

TimeSeries

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

nnfor archive

Depends

generics

Imports

forecast
glmnet
neuralnet
plotrix
MASS
tsutils
uroot
methods

Suggests

thief

Reverse Imports

EEMDelm
hybridts
mrf
MSGARCHelm
stlELM
stlTDNN
tswge
VMDML
vmdTDNN