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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 1 month ago 1024 main
conda 345.5 kB | noarch/r-modelstudio-3.1.2-r44hc72bb7e_2.conda  1 year and 1 month ago 1009 main
conda 344.3 kB | noarch/r-modelstudio-3.1.2-r42hc72bb7e_1.conda  2 years and 2 months ago 1453 main
conda 343.7 kB | noarch/r-modelstudio-3.1.2-r43hc72bb7e_1.conda  2 years and 2 months ago 1327 main
conda 345.1 kB | noarch/r-modelstudio-3.1.2-r42hc72bb7e_0.conda  2 years and 6 months ago 1604 main
conda 343.6 kB | noarch/r-modelstudio-3.1.2-r41hc72bb7e_0.conda  2 years and 6 months ago 1569 main
conda 390.6 kB | noarch/r-modelstudio-3.1.0-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1708 main
conda 373.6 kB | noarch/r-modelstudio-3.1.0-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1726 main
conda 389.4 kB | noarch/r-modelstudio-3.1.0-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2268 main
conda 374.5 kB | noarch/r-modelstudio-3.1.0-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 2292 main

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