Model Oriented
Model Oriented
DALEX
moDel Agnostic Language for Exploration and eXplanation
modelStudio
📍 Interactive Studio for Explanatory Model Analysis
DrWhy
DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
randomForestExplainer
A set of tools to understand what is happening inside a Random Forest
auditor
Model verification, validation, and error analysis
iBreakDown
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
fairmodels
Flexible tool for bias detection, visualization, and mitigation
ArenaR
Data generator for Arena - interactive XAI dashboard
Arena
Interactive XAI dashboard
DALEX-docs
Documentation for the DALEX project