Python frameworks supporting post-hoc attribution for XAI of DNNs.

Framework lists the name of the framework. Backend shows the Python-library the framework is based on. Propagation Attribution are the supported propagation-based attribution methods of the framework. Propagation Rule-map describes the framework’s support for mapping different rules to layers or parts of a model. Other Attribution (Notable) are the notable (i.e. non-trivial), non-propagation-based attribution approaches supported by the framework. Documentation/Tests highlights the framework’s state of the documentation and tests (with CI).