Shypd.aiThe largest open index of AI toolsxai_resources is an Open Source research tool that curates resources related to Explainable Artificial Intelligence (XAI). It provides a central repository for papers, books, software, and articles.
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xai_resources is an Open Source collection of resources focused on Explainable Artificial Intelligence (XAI). This GitHub repository serves as a central hub for researchers and practitioners to discover relevant materials, including scientific papers, preprints, books, software tools, and short articles. It is meticulously organized, offering a comprehensive overview of the XAI landscape. The collection features recent research from 2021 and 2020, covering topics such as evaluating XAI algorithms on medical imaging, benchmarking machine learning methods, and explaining black-box classifiers. It also includes philosophical frameworks for XAI and discussions on formalizing trust in AI, making it a valuable resource for deepening understanding and guiding research in the field.
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