explanatory-model-analysis topic
DALEX
moDel Agnostic Language for Exploration and eXplanation
ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
modelStudio
📍 Interactive Studio for Explanatory Model Analysis
XAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
ArenaR
Data generator for Arena - interactive XAI dashboard
Arena
Interactive XAI dashboard
survex
Explainable Machine Learning in Survival Analysis
treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
artemis
A Python package with explanation methods for extraction of feature interactions from predictive models