The Explainable AI Toolkit (XAITK) contains a variety of tools and resources to help users, developers, and researchers understand complex machine learning models. The toolkit combines a searchable repository of independent contributions and a more integrated, common software framework. The toolkit was developed under the Defense Advanced Research Projects Agency (DARPA) Explainable Artificial Intelligence (XAI) program.

analytics

Analytics

Algorithms that process multimedia data and make predictions including image classification.

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autonomy

Autonomy

Algorithms that process sequential data and learn decision policies including reinforcement learning.

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open-source

Open-source

Free to use with the associated licenses provided by contributors.