How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.
⬛ Python Individual Conditional Expectation Plot Toolbox
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
FairML: Auditing Black-Box Predictive Models FairML is a python toolbox auditing the machine learning models for bias.
The main features of datascienceinc/skater are: Model Interpretation.
Open-source alternatives to datascienceinc/skater include: andosa/treeinterpreter — TreeInterpreter. austinrochford/pycebox — ⬛ Python Individual Conditional Expectation Plot Toolbox. benedekrozemberczki/shapley — The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021). bourdakos1/capsnet-visualization — 🎆 A visualization of the CapsNet layers to better understand how it works. cosmicbboy/themis-ml — A library that implements fairness-aware machine learning algorithms. adebayoj/fairml — FairML: Auditing Black-Box Predictive Models FairML is a python toolbox auditing the machine learning models for bias.
