Usage

Installation

Installation using pip:

(.venv) $ pip install CFXplorer

Example

Focus can generates perturbed feature set X' given tree-based model - tree_model and feature set - X.

from cfxplorer import Focus


# Initialize Focus instance with default values
focus = Focus()

# Generate counterfactual explanations for given tree model and features
pertubed = focus.generate(tree_model, X)