Monotone Multi-Layer Perceptron Neural Network

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Documentation for package ‘monmlp’ version 1.1.3

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monmlp-package Monotone Multi-Layer Perceptron Neural Network
gam.style GAM-style effects plots for interpreting MONMLP models
linear Identity function
linear.prime Derivative of the linear function
logistic Logistic sigmoid function
logistic.prime Derivative of the logistic sigmoid function
monmlp Monotone Multi-Layer Perceptron Neural Network
monmlp.cost Least squares cost function for MONMLP fitting
monmlp.fit Fit a MONMLP model or an ensemble of MONMLP models
monmlp.initialize Initialize a MONMLP weight vector
monmlp.nlm Fit MONMLP model via nlm optimization function
monmlp.predict Make predictions from a fitted MONMLP model
monmlp.reshape Reshape a MONMLP weight vector
tansig Hyperbolic tangent sigmoid function
tansig.prime Derivative of the hyperbolic tangent function