Architecture

Task Exchange is organized around a small set of modules that form a pipeline:

flowchart LR
    A["Repository"]
    B["Exchangeability test"]
    C["Kernel"]
    D["Inference"]
    E["Bias correction"]
    A --> B
    B --> C
    C --> D
    D --> E

Modules

Module	Description
bias_correction	Martingale-based bias correction for synthetic estimators.
cli	Command-line interface for task_exchangeable_inference.
diagnostics	Runtime diagnostics for exchangeability assumptions.
exchangeability	Formal exchangeability model with de Finetti representation.
inference	Main inference engine for task-exchangeability with synthetic data.
kernel	Exchangeability kernel via Kernel Mean Matching.
repository	Task repository for storing and sampling historic tasks.
utils	Utility functions for task-exchangeability inference.