feyn.insights

class KernelShap

def __init__(
    model,
    bg_data,
    max_samples=10000
) -> KernelShap

Calculates the SHAP values for a given feyn.Graph with your provided instances
    

method KernelShap.SHAP

def SHAP(
    self,
    instances
)

Calculates the SHAP values for the provided instances

Arguments:
    instances {dict(str, np.array) or pd.DataFrame} -- One or more instances to get SHAP values for.

Returns:
    [np.array] -- A numpy array (matrix) containing feature importances for your instances