csinva
/
imodels
mirror of https://github.com/csinva/imodels


  
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            """
Feature importance methods for black box models
"""

from .rf_plus import RandomForestPlusRegressor, RandomForestPlusClassifier
from .mdi_plus import ForestMDIPlus, TreeMDIPlus
from .ppms import GenericRegressorPPM, GenericClassifierPPM, \
    GlmRegressorPPM, GlmClassifierPPM, RidgeRegressorPPM, RidgeClassifierPPM, \
    LogisticClassifierPPM, RobustRegressorPPM, LassoRegressorPPM
from .block_transformers import IdentityTransformer, TreeTransformer, \
    CompositeTransformer, MDIPlusDefaultTransformer