# neuralnet v1.44.2

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## Training of Neural Networks

Training of neural networks using backpropagation, resilient backpropagation with (Riedmiller, 1994) or without weight backtracking (Riedmiller and Braun, 1993) or the modified globally convergent version by Anastasiadis et al. (2005). The package allows flexible settings through custom-choice of error and activation function. Furthermore, the calculation of generalized weights (Intrator O & Intrator N, 1993) is implemented.

## Functions in neuralnet

 Name Description compute Deprecated function neuralnet Training of neural networks plot.nn Plot method for neural networks gwplot Plot method for generalized weights neuralnet-package Training of Neural Networks predict.nn Neural network prediction prediction Summarizes the output of the neural network, the data and the fitted values of glm objects (if available) confidence.interval Calculates confidence intervals of the weights No Results!