EMCG

This repository provides the implementation for the EMCG framework as described in the paper \Causal Graph Learning for Industrial Decision Support with Privacy and Intent Awareness\ (submitted to IEEE Open Journal of the Computer Society). EMCG enables real-time, privacy-preserving causal reasoning in industrial settings with motive awareness.Key features:Weak-Prompt Intent Bootstrapping (WP-IB)Domain-Invariant Causal Kernel (DI-Causal)Incremental Edge Reservoir (IER)Dual Homogeneous Intervention Evaluation (DICE)