Current and planned DIANNA developments

• Scientific use-cases: the use of XAI in scientific applicaitons: tutorials and videos

• Other data modalities: we plan support for graphs.

• 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: Grad-CAM, LRP, PatternAttribution