API Reference#

The API reference is generated from the package’s NumPy-style docstrings. Module pages are intentionally organized by public subpackage so the reference can grow without losing the small-library overview.

superstats.prior

Prior distributions for simulation parameters.

superstats.transition

Transition models for latent time-varying parameters.

superstats.simulation

Simulation models and built-in cognitive simulators.

superstats.simulation.cognitive

Cognitive-model simulators.

superstats.workflow

Workflow orchestration for amortized Bayesian inference.

superstats.networks

Neural network components for superstats workflows.

superstats.diagnostics

Metrics and plotting helpers for validating superstats workflows.

superstats.diagnostics.plots

Plotting functions for priors, posteriors, and recovery diagnostics.

superstats.defaults

Default configuration values used across superstats.

superstats.utils

General utility functions used across superstats.