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)