Model Oriented

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MI2DataLab @ Warsaw University of Technology
https://mi2.ai/

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DALEXDALEXPublic
moDel Agnostic Language for Exploration and eXplanation
Python 1.4k 168
DrWhyDrWhyPublic
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 85
modelStudiomodelStudioPublic
📍 Interactive Studio for Explanatory Model Analysis
R 331 32
randomForestExplainerrandomForestExplainerPublic
A set of tools to understand what is happening inside a Random Forest
R 233 37
foresterforesterPublic
Trees are all you need
HTML 114 15
fairmodelsfairmodelsPublic
Flexible tool for bias detection, visualization, and mitigation
R 87 16

Repositories

Showing 10 of 55 repositories

DALEX Public
moDel Agnostic Language for Exploration and eXplanation
ModelOriented/DALEX’s past year of commit activity
Python 1,414GPL-3.0 168 23 2 UpdatedFeb 12, 2025
fairmodels Public
Flexible tool for bias detection, visualization, and mitigation
ModelOriented/fairmodels’s past year of commit activity
R 87GPL-3.0 16 4 (1 issue needs help) 0 UpdatedJan 31, 2025
hstats Public
Friedman's H-statistics
ModelOriented/hstats’s past year of commit activity
R 30GPL-2.00 0 1 UpdatedJan 24, 2025
shapviz Public
SHAP Plots in R
ModelOriented/shapviz’s past year of commit activity
R 90GPL-2.0 14 2 0 UpdatedJan 19, 2025
kernelshap Public
Different SHAP algorithms
ModelOriented/kernelshap’s past year of commit activity
R 45GPL-2.0 7 0 0 UpdatedSep 8, 2024
DALEXtra Public
Extensions for the DALEX package
ModelOriented/DALEXtra’s past year of commit activity
R 67 10 1 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 83GPL-3.0 24 15 2 UpdatedJul 25, 2024
survex Public
Explainable Machine Learning in Survival Analysis
ModelOriented/survex’s past year of commit activity
R 109GPL-3.0 11 8 0 UpdatedJun 15, 2024
forester Public
Trees are all you need
ModelOriented/forester’s past year of commit activity
HTML 114GPL-3.0 15 10 0 UpdatedJun 5, 2024