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Automate the explanatory analysis of machine learning predictive models. Generate advanced interactive model explanations in the form of a serverless HTML site with only one line of code. This tool is model-agnostic, therefore compatible with most of the black-box predictive models and frameworks. The main function computes various (instance and model-level) explanations and produces a customisable dashboard, which consists of multiple panels for plots with their short descriptions. It is possible to easily save the dashboard and share it with others. Tools for Explanatory Model Analysis unite with tools for Exploratory Data Analysis to give a broad overview of the model behavior.

copied from cf-staging / r-modelstudio
Type Size Name Uploaded Downloads Labels
conda 346.1 kB | noarch/r-modelstudio-3.1.2-r43hc72bb7e_2.conda  1 year and 28 days ago 1015 main
conda 345.5 kB | noarch/r-modelstudio-3.1.2-r44hc72bb7e_2.conda  1 year and 28 days ago 1002 main
conda 344.3 kB | noarch/r-modelstudio-3.1.2-r42hc72bb7e_1.conda  2 years and 1 month ago 1445 main
conda 343.7 kB | noarch/r-modelstudio-3.1.2-r43hc72bb7e_1.conda  2 years and 1 month ago 1318 main
conda 345.1 kB | noarch/r-modelstudio-3.1.2-r42hc72bb7e_0.conda  2 years and 5 months ago 1596 main
conda 343.6 kB | noarch/r-modelstudio-3.1.2-r41hc72bb7e_0.conda  2 years and 5 months ago 1562 main
conda 390.6 kB | noarch/r-modelstudio-3.1.0-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1700 main
conda 373.6 kB | noarch/r-modelstudio-3.1.0-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1719 main
conda 389.4 kB | noarch/r-modelstudio-3.1.0-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2262 main
conda 374.5 kB | noarch/r-modelstudio-3.1.0-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 2285 main

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