Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs

Run R CMD check from R and collect the results

Test coverage reports for R

Visual regression testing and graphical diffing with testthat

Reimplementations of Functions Introduced Since R-3.0.0

R package reverse dependency checking

The repositiory for open source solutions designed and deleoped during NLP course conducted by Anna Wróblewska @ Warsaw University of Technology

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

An R 📦 to make testing 😀

Tidy data structures, summaries, and visualisations for missing data

Object-Oriented Implementation of CRM Designs

Tools for contextualizing tests, built using covr test traces.

An implementation of the Grammar of Graphics in R

Structure mining for xgboost model

Easily create questionnaire-type forms with Shiny

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

moDel Agnostic Language for Exploration and eXplanation

Explain your tree model with shap values efficiently

A curated list of awesome machine learning interpretability resources.

Model ingredients - model level feature effects and feature importance

Surrogate Assisted Feature Extraction in R

Package for calculating AUPRC (Area Under Precision-Recall Curve) in R

Descriptive mAchine Learning EXplanations

Materiały z warsztatów XAI = DALEX + DALEXtra