ITEA: Interaction-Transformation Evolutionary Algorithm Logo
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Getting started:

  • Installing
  • Minimal examples

ITEA package documentation:

  • itea._base
  • itea.regression
  • itea.classification
  • itea.inspection

Example notebooks:

  • Using agnostic explainers
  • Explanations metrics
  • Integrating with the Scikit: Pipeline and Gridsearch
  • Interacting with ProtoDash
  • Iris classification
  • California housing regression
ITEA: Interaction-Transformation Evolutionary Algorithm
  • »
  • Overview: module code

All modules for which code is available

  • itea._base._BaseITEA
  • itea._base._BaseITExpr
  • itea.classification._ITEA_classifier
  • itea.classification._ITExpr_classifier
  • itea.inspection._ITEA_summarizer
  • itea.inspection._ITExpr_explainer
  • itea.inspection._ITExpr_inspector
  • itea.inspection._ITExpr_texifier
  • itea.regression._ITEA_regressor
  • itea.regression._ITExpr_regressor

© Copyright 2021, Guilherme Aldeia.

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