fluxCore: Probabilistic Simulation of Single-Entity Systems in Irregular
Time
A foundation for probabilistic simulation of single-entity systems
in which events occur at irregular times and each event updates only a
small, sparse subset of the entity's state. Models are assembled from a
declared schema and a 'ModelBundle' of callback functions (event
proposal, state transition, stopping rule) and run through a single
validated entry point, 'load_model()'. Supports competing event
processes, schema-declared decision points with user-supplied policies,
typed parameter draws for representing uncertainty, and optional
trajectory recording for auditing simulated decisions. Designed to be
domain agnostic: this package contains no model of any particular
system, only the scaffolding for building one.
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