modelStudio (0.1.7)

0 users

Interactive Studio with Explanations for ML Predictive Models.

https://ModelOriented.github.io/modelStudio/
https://github.com/ModelOriented/modelStudio
http://cran.r-project.org/web/packages/modelStudio

Automate explanation of machine learning predictive models. This package generates advanced interactive and animated model explanations in the form of serverless HTML site. It combines 'R' with 'D3.js' to produce plots and descriptions for local and global explanations. The whole is greater than the sum of its parts, so it also supports EDA (Exploratory Data Analysis) on top of that. '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.

Maintainer: Hubert Baniecki
Author(s): Hubert Baniecki [aut, cre], Przemyslaw Biecek [aut] (<https://orcid.org/0000-0001-8423-1823>)

License: GPL

Uses: iBreakDown, ingredients, jsonlite, r2d3, randomForest, testthat, knitr, parallelMap, rmarkdown, DALEX

Released about 1 month ago.


1 previous version

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of modelStudio yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for modelStudio on google, google scholar, r-help, r-devel.

Visit modelStudio on R Graphical Manual.