glm.deploy: 'C' and 'Java' Source Code Generator for Fitted Glm Objects

In glm.deploy: 'C' and 'Java' Source Code Generator for Fitted Glm Objects

Description

Provides two functions that generate source code implementing the predict function of fitted glm objects. In this version, code can be generated for either 'C' or 'Java'. The idea is to provide a tool for the easy and fast deployment of glm predictive models into production. The source code generated by this package implements two function/methods. One of such functions implements the equivalent to predict(type="response"), while the second implements predict(type="link"). Source code is written to disk as a .c or .java file in the specified path. In the case of c, an .h file is also generated.

Details

All numeric variables used as input to the glm object are treated as doubles, whereas factors variables are treated as strings.

The glm.deploy package is compatible with the following link functions in the fitted glm object:

• identity

• probit

• cloglog

• log

• sqrt

• inverse

• 1/mu²

• logit

Author(s)

• Oscar Castro-Lopez [e-mail]

• Ines Vega-Lopez [e-mail]

See Also

Functions:

• glm2c

• glm2java

URL: https://github.com/oscarcastrolopez/glm.deploy

glm.deploy documentation built on May 1, 2019, 8:40 p.m.