Argumentative Explanations through Local Interpretations of Predictive Models
This asset introduces the "Altruist" method for transforming FI interpretations of ML models into insightful and validated explanations using argumentation based on classical logic. Altruist provides the local maximum truthful interpretation, as well as reasons for the truthfulness justification, and can be used as an easy-to-choose tool between X number of different interpretation techniques based on a few specific criteria. Altruist has innate virtues such as truthfulness, transparency and user-friendliness that characterise it as an apt tool for the XAI community.
Install & Run: Please ensure you have docker installed on your desktop. Download the component and then navigate to the subfolder through your terminal. Afterwards:
>>> docker build -t altruist .
After successfully installing Altruist, please do:
>>> docker run -p 8888:8888 altruist
Then, in your terminal copy the localhost url and open it in your browser.