modelStudio swMATH ID: 30898 Software Authors: Baniecki, Hubert; Biecek, Przemyslaw Description: R package modelStudio: Interactive Studio with Explanations for ML Predictive Models. Automate explanation of machine learning predictive models. This package generates advanced interactive and animated model explanations in the form of a serverless HTML site. It combines ’R’ with ’D3.js’ to produce plots and descriptions for various local and global explanations. Tools for model exploration unite with tools for EDA (Exploratory Data Analysis) to give a broad overview of the model behaviour. ’modelStudio’ is a fast and condensed way to get all the answers without much effort. Break down your model and look into its ingredients with only a few lines of code. Homepage: https://cran.r-project.org/web/packages/modelStudio/index.html Source Code: https://github.com/cran/modelStudio Dependencies: R Keywords: Machine learning; ML predictive models; R; R package; Journal of Open Source Software; JOSS; Explanations Related Software: DALEX; H2O; InterpretML; shap; AI Explainability 360; pdp; iml; R; Alibi; Scikit; TensorFlow; ingredients; shapper; lime; modelDown; GitHub; Fairlearn; Alibi Explain; XGBoost; NumPy Cited in: 2 Documents Standard Articles 1 Publication describing the Software Year modelStudio: Interactive Studio with Explanations for ML Predictive Models Link Hubert Baniecki; Przemyslaw Biecek 2019 all top 5 Cited by 6 Authors 1 Baniecki, Hubert 1 Biecek, Przemysław 1 Brenning, Alexander 1 Kretowicz, Wojciech 1 Piątyszek, Piotr 1 Wiśniewski, Jakub Cited in 2 Serials 1 Machine Learning 1 Journal of Machine Learning Research (JMLR) Cited in 2 Fields 2 Computer science (68-XX) 1 Statistics (62-XX) Citations by Year