moDel Agnostic Language for Exploration and eXplanation

📍 Interactive Studio for Explanatory Model Analysis

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

Explainable Machine Learning in Survival Analysis

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020

Data generator for Arena - interactive XAI dashboard

A Python package with explanation methods for extraction of feature interactions from predictive models

Interactive XAI dashboard

Visualize correlations between variables

Triplot: Instance- and data-level explanations for the groups of correlated features.

Conference talk for NHS RPysoc 2024 - To explain or predict

Robustness of Global Feature Effect Explanations (ECML PKDD 2024)

An AI program that writes like Shakespeare.

An AI program that recognizes and characterizes images through its neural network.