Welcome to monorulerf’s documentation!

MonoRuleRandomForest is a Random Forest classifier with the added capability of partially monotone features. It is very fast and moderately accurate.

To install, simply use pip install monorulerf. For full documentation you’ve come to the right place. For a brief overview, refer to the README file in the Github repository.

Contents:

• Theory
• MonoRuleRandomForest Examples
  • Basic Model Fitting
• API
  • Classes
  • Functions