{ "_id": "6a578d6bff0138dec5d714c6", "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. It is possible to easily save the\ndashboard and share it with others. 'modelStudio' facilitates\nthe process of Interactive Explanatory Model Analysis\nintroduced in Baniecki et al. 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