Multi-Layer Perceptron Neural Network with Optional Monotonicity Constraints

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Documentation for package ‘monmlp’ version 1.1.5

Help Pages

monmlp-package Monotone Multi-Layer Perceptron Neural Network
gam.style GAM-style effects plots for interpreting MLP and 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.fit Fit one or more MLP or MONMLP models
monmlp.predict Make predictions from a fitted MLP or MONMLP model
tansig Hyperbolic tangent sigmoid function
tansig.prime Derivative of the hyperbolic tangent function