Time Series Forecasting with Neural Networks
ELM (fast) neural network.
Extreme learning machines for time series forecasting
ELM network for THieF.
Forecast using ELM neural network.
Forecast using MLP neural network.
Apply minmax linear scaling to a vector.
Multilayer Perceptron for time series forecasting
MLP network for THieF.
nnfor: Time Series Forecasting with Neural Networks
nnfor:Time Series Forecasting with Neural Networks
Plot ELM network.
Plot MLP network.
Predictions for ELM (fast) network.
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>.
Useful links