auditor - Model Audit - Verification, Validation, and Error Analysis
Provides an easy to use unified interface for creating validation plots for any model. The 'auditor' helps to avoid repetitive work consisting of writing code needed to create residual plots. This visualizations allow to asses and compare the goodness of fit, performance, and similarity of models.
Last updated 1 years ago
classificationerror-analysisexplainable-artificial-intelligencemachine-learningmodel-validationregression-modelsresidualsxai
8.77 score 58 stars 2 packages 93 scripts 1.0k downloads
rSAFE - Surrogate-Assisted Feature Extraction
Provides a model agnostic tool for white-box model trained on features extracted from a black-box model. For more information see: Gosiewska et al. (2020) <doi:10.1016/j.dss.2021.113556>.
Last updated 2 years ago
feature-engineeringfeature-extractionimlinterpretabilitymachine-learningxai
6.79 score 28 stars 44 scripts 187 downloads