DALEX: moDel Agnostic Language for Exploration and eXplanation

Canonical link: https://scholar.rpkg.net/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
mlr3shiny: Machine Learning in 'shiny' with 'mlr3' (Version 0.3.0)	2020
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 0.4.2)	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
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 5.2.5)	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
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 0.9.4)	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

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