Welcome to SAX4BPM's documentation!

SAX4BPM is an open-source Python library catering for business-process oriented explainability of process aware systems. It includes a fuctionality for process model discovery and functionality supporting discovery of causal-execution dependency model based on the process model. Additionally it contains XAI layer, which allows exploring different activity attributes and see how they affect chosen target variables. Finally, we allow to integrate all those perspectives together into single higher-level human-understandable LLM-supported view, allowing the user to query LLM and ask for explanation of process behavious based on those perspectives.

Contents

• Introduction
  • Motivation
  • Limitations and Acknowledgments
• Getting Started
  • Prerequisites
  • Starting tips
• Contents
  • sax4bpm
• Tutorials
  • Process mining and causal discovery example
  • Dealing with variants example

Indices and tables

• Index

• Module Index

• Search Page