iml topic

A Julia package for interpretable machine learning with stochastic Shapley values

nredell

Model Agnostics breakDown plots

pbiecek

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

ModelOriented

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

rehmanzafar

The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classif...

12wang3

Data generator for Arena - interactive XAI dashboard

ModelOriented

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

navdeep-G

Interactive XAI dashboard

ModelOriented

Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

ModelOriented

Surrogate Assisted Feature Extraction in R

ModelOriented