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
Algorithms that process multimedia data and make predictions including image classification.
Autonomy
Algorithms that process sequential data and learn decision policies including reinforcement learning.
Open-source
Free to use with the associated licenses provided by contributors.