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PinnedLoading

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moDel Agnostic Language for Exploration and eXplanation

Public

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.

R 689 84

modelStudio

Public

📍 Interactive Studio for Explanatory Model Analysis

R 332 33

randomForestExplainer

Public

A set of tools to understand what is happening inside a Random Forest

R 237 37

forester

Public

Trees are all you need

HTML 112 15

fairmodels

Public

Flexible tool for bias detection, visualization, and mitigation

R 86 16

Showing 10 of 56 repositories

fairmodels Public
Flexible tool for bias detection, visualization, and mitigation
ModelOriented/fairmodels’s past year of commit activity
R 86GPL-3.0 16 4 (1 issue needs help) 0 UpdatedOct 31, 2025
DALEX Public
moDel Agnostic Language for Exploration and eXplanation
ModelOriented/DALEX’s past year of commit activity
Python 1,451GPL-3.0 170 25 2 UpdatedOct 19, 2025
shapviz Public
SHAP Plots in R
ModelOriented/shapviz’s past year of commit activity
R 112GPL-2.0 15 0 0 UpdatedOct 13, 2025
hstats Public
Friedman's H-statistics
ModelOriented/hstats’s past year of commit activity
R 31GPL-2.0 1 0 1 UpdatedOct 13, 2025
kernelshap Public
Different SHAP algorithms
ModelOriented/kernelshap’s past year of commit activity
R 55GPL-2.0 7 0 1 UpdatedSep 20, 2025
mascots Public
Semantic counterfactual framework for time series classification based on symbolic representations.
ModelOriented/mascots’s past year of commit activity
Jupyter Notebook0MIT0 0 0 UpdatedJun 10, 2025
DALEXtra Public
Extensions for the DALEX package
ModelOriented/DALEXtra’s past year of commit activity
R 68 10 2 1 UpdatedAug 13, 2024
CVE-AI Public
CVE-AI Common Vulnerabilities and Exposures for AI
ModelOriented/CVE-AI’s past year of commit activity
JavaScript0MIT0 0 0 UpdatedJul 30, 2024
treeshap Public
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
ModelOriented/treeshap’s past year of commit activity
R 90GPL-3.0 24 18 2 UpdatedJul 25, 2024
survex Public
Explainable Machine Learning in Survival Analysis
ModelOriented/survex’s past year of commit activity
R 116GPL-3.0 10 8 0 UpdatedJun 15, 2024