Learn R Programming
⚠️There's a newer version (1.1.5-1) of this package.Take me there.

monmlp (version 1.1.5)

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.

Copy Link

Version

Install

install.packages('monmlp')

Monthly Downloads

1,043

Version

1.1.5

License

GPL-2

Maintainer

Alex Cannon

Last Published

December 5th, 2017

Functions in monmlp (1.1.5)

tansig

Hyperbolic tangent sigmoid function
monmlp.predict

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

Derivative of the hyperbolic tangent function
linear.prime

Derivative of the linear function
monmlp.fit

Fit one or more MLP or MONMLP models
logistic

Logistic sigmoid function
logistic.prime

Derivative of the logistic sigmoid function
monmlp-package

Monotone Multi-Layer Perceptron Neural Network
gam.style

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

Identity function