explainy package

Subpackages

• explainy.core package
  • Submodules
  • explainy.core.explanation module
  • explainy.core.explanation_base module
  • explainy.core.explanation_mixin module
  • Module contents
• explainy.explanations package
  • Submodules
  • explainy.explanations.counterfactual_explanation module
    • Counterfactual Explanation
      • Characteristics
      • Source
  • explainy.explanations.permutation_explanation module
    • Permutation feature importance
      • Characteristics
      • Source
  • explainy.explanations.shap_explanation module
    • SHAP Explanation
      • Characteristics
      • Source
  • explainy.explanations.surrogate_model_explanation module
    • Global Surrogate Model
      • Characteristics
      • Source
  • Module contents
• explainy.utils package
  • Submodules
  • explainy.utils.category_mapper module
  • explainy.utils.surrogate_plot module
  • explainy.utils.surrogate_text module
  • explainy.utils.utils module
  • Module contents

Submodules

explainy.logger module

Created on Sun Jul 19 20:13:34 2020

@author: mauro

class explainy.logger.Logger(name, path_log)

Bases: object

get_logger()

Create a log file to record the experiment’s logs

Args:

Retunr:

logger (obj): logger that record logs

Module contents

Top-level package for explainy.

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explainy.core package