kozaka93

imputomics

forester

Trees are all you need

tmap

R package for thematic maps

awesome-ggplot2

A curated list of awesome ggplot2 tutorials, packages etc.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

survex

Explainable Machine Learning in Survival Analysis

lares

Analytics & Machine Learning R Sidekick

awesome-document-understanding

A curated list of resources for Document Understanding (DU) topic

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

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.

adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

fairmodels

Flexible tool for bias detection, visualization, and mitigation

awesome-interpretable-machine-learning

flashlight

Machine learning explanations

DALEX

moDel Agnostic Language for Exploration and eXplanation

modelStudio

📍 Interactive Studio for Explanatory Model Analysis

DALEXtra

Extensions for the DALEX package

auditor

Model verification, validation, and error analysis

WildNLP

rSAFE

Surrogate Assisted Feature Extraction in R