D4.1 Policies Explainability and Interpretation Framework V1

The deliverable primarily covers the initial implementation of the Policies and Explainability and Interpretation Framework V1. It describes and demonstrates the tools and algorithms developed during this implementation phase. The document is structured into several chapters, starting with an introduction to the project and the deliverable. The subsequent chapters delve into the background, state of the art, solution design, implementation details, and finally, the conclusions and future works. Overall, this deliverable lays the groundwork for the project's AI models and tools, setting the stage for further development and refinement in subsequent phases