DALEXtra (0.1.8)

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Extension for 'DALEX' Package.


Provides wrapper of various machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the interpretable machine learning, there are more and more new ideas for explaining black-box models, that are implemented in 'R'. 'DALEXtra' creates 'DALEX' Biecek (2018) explainer for many type of models including those created using 'python' 'scikit-learn' and 'keras' libraries.

Maintainer: Szymon Maksymiuk
Author(s): Szymon Maksymiuk [aut, cre], Przemyslaw Biecek [aut] (<https://orcid.org/0000-0001-8423-1823>)

License: GPL

Uses: DALEX, ggplot2, reticulate, gbm, randomForest, testthat, mlr, h2o, rmarkdown, ggrepel, mljar, auditor

Released about 1 month ago.

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