Explainable AI

LIME Error: KeyError – “None of [Index([”], dtype=’object’)] are in the [columns]”

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What will you learn? In this comprehensive guide, you will delve into troubleshooting and resolving a KeyError associated with the LIME library in Python. By understanding the root cause of this error and implementing effective solutions, you will enhance your proficiency in utilizing LIME for explainable AI tasks. Introduction to Problem and Solution When leveraging … Read more

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How to Utilize GNNexplainer for Graph Classification in Torch-Geometric 2.4.0 What will you learn? Learn how to use GNNexplainer for graph classification tasks specifically in the torch-geometric (2.4.0) library. Introduction to the Problem and Solution Graph Neural Networks have revolutionized various domains by efficiently handling structured data like graphs. However, understanding these models is crucial … Read more