# benedekrozemberczki/shapley

**Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/benedekrozemberczki-shapley).**

226 stars · 35 forks · Python · MIT

## Links

- GitHub: https://github.com/benedekrozemberczki/shapley
- awesome-repositories: https://awesome-repositories.com/repository/benedekrozemberczki-shapley.md

## Description

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

## Tags

### Part of an Awesome List

- [Explainable AI Libraries](https://awesome-repositories.com/f/awesome-lists/ai/explainable-ai-libraries.md) — Shapley value calculation for model feature importance.
- [General Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/general-machine-learning.md) — Framework for quantifying classifier value in ensembles.
- [Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/machine-learning.md) — Framework for quantifying classifier value in ensembles.
- [Model Interpretation](https://awesome-repositories.com/f/awesome-lists/ai/model-interpretation.md) — Framework to quantify the value of ensemble model components.
- [Data Science Tooling](https://awesome-repositories.com/f/awesome-lists/devtools/data-science-tooling.md) — Framework for quantifying classifier value.
- [Data Science Tools](https://awesome-repositories.com/f/awesome-lists/devtools/data-science-tools.md) — Framework for quantifying classifier value.