Multi-Layer Perceptron Neural Network with Optional Monotonicity Constraints
GAM-style effects plots for interpreting MLP and MONMLP models
Derivative of the linear function
Identity function
Derivative of the logistic sigmoid function
Logistic sigmoid function
Monotone Multi-Layer Perceptron Neural Network
Fit one or more MLP or MONMLP models
Make predictions from a fitted MLP or MONMLP model
Derivative of the hyperbolic tangent function
Hyperbolic tangent sigmoid function
Train and make predictions from a multi-layer perceptron neural network with optional partial monotonicity constraints.