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monmlp (version 1.1.5-1)

Multi-Layer Perceptron Neural Network with Optional Monotonicity Constraints

Description

Train and make predictions from a multi-layer perceptron neural network with optional partial monotonicity constraints.

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Version

Install

install.packages('monmlp')

Monthly Downloads

1,043

Version

1.1.5-1

License

GPL-2

Maintainer

Alex Cannon

Last Published

March 24th, 2025

Functions in monmlp (1.1.5-1)

gam.style

GAM-style effects plots for interpreting MLP and MONMLP models
linear

Identity function
tansig.prime

Derivative of the hyperbolic tangent function
monmlp.fit

Fit one or more MLP or MONMLP models
tansig

Hyperbolic tangent sigmoid function
logistic.prime

Derivative of the logistic sigmoid function
logistic

Logistic sigmoid function
monmlp.predict

Make predictions from a fitted MLP or MONMLP model
linear.prime

Derivative of the linear function
monmlp-package

Monotone Multi-Layer Perceptron Neural Network