Time Series Forecasting with Neural Networks

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Documentation for package ‘nnfor’ version 0.10.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

nnfor-package	nnfor: Time Series Forecasting with Neural Networks
compare_backends	Compare network backends
elm	Extreme learning machines for time series forecasting
elm.fast	ELM (fast) neural network
elm.thief	ELM network for THieF
forecast.elm	Forecast using ELM neural network
forecast.mlp	Forecast using MLP neural network
linscale	Apply minmax linear scaling to a vector
mlp	Multilayer Perceptron for time series forecasting
mlp.thief	MLP network for THieF
nnfor	nnfor: Time Series Forecasting with Neural Networks
nnfor_map	Map of how information flows through nnfor
plot.elm	Plot ELM network
plot.elm.fast	Plot ELM (fast) fit
plot.forecast.net	Plot forecasts of a network
plot.mlp	Plot MLP network
plot.nnfor_comparison	Compare network backends
plot.nnfor_map	Plot or print a map of nnfor
plot_fit	Plot the in-sample fit of a network
plot_network	Plot the architecture of a network
predict.elm.fast	Predictions for ELM (fast) network
print.nnfor_comparison	Compare network backends
print.nnfor_map	Plot or print a map of nnfor