Current and planned DIANNA developments

• Other data modalities: We are currently working on adding support for tabular data and support for graphs is also work in progress.

• We are working on supporting regression tasks.

• Embeddings: We plan to add support for embeddings as a data modality in the near future. This will allow users to create the same or similar explanations and visualizations for their models that is projecting data towards embedded spaces.

• Add support for text for KernelSHAP XAI method.

• Support for more XAI methods: LRP, PatternAttribution