{ "_id": "6ace0cc3a14063b82c3aef78", "Package": "modelStudio", "Title": "Interactive Studio for Explanatory Model Analysis", "Version": "3.1.2.9000", "Authors@R": "c(person(\"Hubert\", \"Baniecki\", role = c(\"aut\", \"cre\"),\nemail = \"hbaniecki@gmail.com\",\ncomment = c(ORCID = \"0000-0001-6661-5364\")),\nperson(\"Przemyslaw\", \"Biecek\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0001-8423-1823\")),\nperson(\"Piotr\", \"Piatyszek\", role = c(\"ctb\")))", "Description": "Automate the explanatory analysis of machine learning\npredictive models. Generate advanced interactive model\nexplanations in the form of a serverless HTML site with only\none line of code. This tool is model-agnostic, therefore\ncompatible with most of the black-box predictive models and\nframeworks. The main function computes various (instance and\nmodel-level) explanations and produces a customisable\ndashboard, which consists of multiple panels for plots with\ntheir short descriptions. 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