Expand description
Convergence monitoring and adaptive damping for iterative inference.
Tracks message residuals during belief propagation iterations, detects convergence/divergence, and provides adaptive damping schedules.
Structs§
- Convergence
Config - Configuration for convergence monitoring.
- Convergence
Monitor - Monitors convergence of iterative algorithms such as belief propagation.
- Convergence
State - Current state of convergence tracking.
- Inference
Stats - Summary statistics from an inference run.
Enums§
- Convergence
Error - Errors related to convergence monitoring configuration and execution.
- Damping
Schedule - Damping schedule types for controlling how damping evolves over iterations.