models package

Module for explainable surrogate models.

Packages

explainable_model

Init file for azureml-explain-model/azureml/explain/model/mimic/models/explainable_model.

lightgbm_model

Init file for azureml-explain-model/azureml/explain/model/mimic/models/lightgbm_model.

linear_model

Init file for azureml-explain-model/azureml/explain/model/mimic/models/linear_model.

tree_model

Init file for azureml-explain-model/azureml/explain/model/mimic/models/tree_model.

Classes

BaseExplainableModel

The base class for models that can be explained.

LGBMExplainableModel
SGDExplainableModel
LinearExplainableModel
DecisionTreeExplainableModel