Graphs, recommendations, and time series · MLD-0728
Message passing
Updating a node's representation by aggregating information from connected nodes or edges.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Propagate neighborhood information through a graph.
Original caveat
The phrase also has distinct meanings in distributed systems.
Context and aliases
Level: Intermediate. Stages: Architecture · Data · Training · Inference.
Tags: ML · DL · Graph ML.
Aliases: Graph message passing.
Related concepts
Concepts linking here
Original references
- PyTorch Geometric documentation ↗ · Consulted
- scikit-learn User Guide ↗ · Consulted
- statsmodels: time series analysis ↗ · Reference link
- Original reference URL ↗