DALEX: moDel Agnostic Language for Exploration and eXplanation

Canonical link: https://rscholar.com/pkg/DALEX

Przemyslaw Biecek • Szymon Maksymiuk • Hubert Baniecki • View description and downloads View dependencies GitHub project

2018 Published

2.4.3 Version

0 Citations

3 Authors

Referenced by ⇅	Year
BetaBit: Mini Games from Adventures of Beta and Bit (Version 2.2)	2016
DALEXtra: Extension for 'DALEX' Package (Version 2.3.0)	2019
EIX: Explain Interactions in 'XGBoost' (Version 1.2.0)	2019
PPtreeregViz: Projection Pursuit Regression Tree Visualization (Version 2.0.5)	2022
arenar: Arena for the Exploration and Comparison of any ML Models (Version 0.2.0)	2020
auditor: Model Audit - Verification, Validation, and Error Analysis (Version 1.3.5)	2018
breakDown: Model Agnostic Explainers for Individual Predictions (Version 0.2.2)	2018
ceterisParibus: Ceteris Paribus Profiles (Version 0.6)	2018
corrgrapher: Explore Correlations Between Variables in a Machine Learning Model (Version 1.0.4)	2020
drifter: Concept Drift and Concept Shift Detection for Predictive Models (Version 0.2.1)	2019
fairmodels: Flexible Tool for Bias Detection, Visualization, and Mitigation (Version 1.2.1)	2020
fastml: Fast Machine Learning Model Training and Evaluation (Version 0.3.0)	2024
iBreakDown: Model Agnostic Instance Level Variable Attributions (Version 2.1.2)	2019
ingredients: Effects and Importances of Model Ingredients (Version 2.3.0)	2019
lares: Analytics & Machine Learning Sidekick (Version 5.2.10)	2021
live: Local Interpretable (Model-Agnostic) Visual Explanations (Version 1.5.13)	2018
localModel: LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles (Version 0.5)	2019
mlr3shiny: Machine Learning in 'shiny' with 'mlr3' (Version 0.3.0)	2020
modelDown: Make Static HTML Website for Predictive Models (Version 1.1)	2019
modelStudio: Interactive Studio for Explanatory Model Analysis (Version 3.1.2)	2019
oncrawlR: Machine Learning for S.E.O (Version 0.2.0)	2019
rSAFE: Surrogate-Assisted Feature Extraction (Version 0.1.4)	2021
shapper: Wrapper of Python Library 'shap' (Version 0.1.3)	2019
survex: Explainable Machine Learning in Survival Analysis (Version 1.2.0)	2022
tidysdm: Species Distribution Models with Tidymodels (Version 0.9.5)	2023
triplot: Explaining Correlated Features in Machine Learning Models (Version 1.3.0)	2020
viralx: Explainers for Regression Models in HIV Research (Version 1.3.0)	2023
vivo: Variable Importance via Oscillations (Version 0.2.1)	2019

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.