Therefore, we present Transformer Explainer, an open-source web-based interactive visu-alization tool designed for non-experts to learn about both the high-level model structure and low-level …

1.0.2 It enables detailed interpretation of complex classification and regression mod-els through Shapley analysis including data-driven characterization of subgroups of individu-als. Furthermore, it facilitates …

Legal permanent residents (also known as green-card holders) or temporary visa holders who have been convicted of a wide range of crimes, including driving under the influence, firearm or drug …

This example Explainer Document, which I could use for the Impact Your Online Business course, displays all of the features which you should include in your Explainer Document, in the order that …

Transformers through the GPT-2 model. Our tool helps users understand complex Transformer concepts by integrating a model overview and enabling smooth transitions across abstraction levels …

In this work, we fill these gaps by devising a systematic experimental study, which tests ten explainers on eight representative architectures trained on one carefully designed graph classification dataset.

Title Machine Learning Model Explainer Version 1.0.2 Description It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven …