geo-infer-act

name	geo-infer-act
description	Canonical GEO-INFER Active Inference implementation. Use when implementing or reviewing free-energy minimization, belief updating, generative models, policy selection, H3/spatial active inference, or typed ACT diagnostics.
prerequisites	{"required":["geo-infer-bayes"],"recommended":["geo-infer-space","geo-infer-time"]}
difficulty	advanced
estimated_time	60min
examples_dir	./examples/

GEO-INFER-ACT

Instructions

Use GEO-INFER-ACT/src/geo_infer_act as the canonical implementation for Active Inference inside GEO-INFER. Prefer these public exports:

from geo_infer_act import (
    ActiveInferenceModel,
    ActiveInferenceStepResult,
    FreeEnergyBreakdown,
    FreeEnergyCalculator,
    GenerativeModel,
    H3BeliefUpdateResult,
    H3CellDiagnostics,
    H3EdgeDiagnostics,
    H3GridInferenceResult,
    H3LevelDiagnostics,
    H3SpatialConsistency,
    NestedH3BeliefUpdateResult,
    NestedH3GridInferenceResult,
    NestedH3LevelSummary,
    PolicyEvaluation,
    PolicySelector,
    SpatialActiveInferenceAgent,
    SpatialInferenceTrace,
)