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laser.measles.abm.components.process_initialize_equilibrium_states

laser.measles.abm.components.process_initialize_equilibrium_states

Component for initializing the population in each of the model states by rough equilibrium of R0.

laser.measles.abm.components.process_initialize_equilibrium_states.InitializeEquilibriumStatesParams

Bases: BaseInitializeEquilibriumStatesParams

Parameters for the InitializeEquilibriumStatesProcess.

Example:

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```python
from laser.measles.abm.components.process_initialize_equilibrium_states import InitializeEquilibriumStatesParams

params = InitializeEquilibriumStatesParams()
```

laser.measles.abm.components.process_initialize_equilibrium_states.InitializeEquilibriumStatesProcess(model, verbose=False, params=None)

Bases: BaseInitializeEquilibriumStatesProcess

Initialize S, R states of the population in each of the model states by rough equilibrium of R0.

This component extends the base functionality to handle both patch-level state counts and individual agent initialization consistent with those counts.

Example:

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```python
from laser.measles.scenarios.synthetic import single_patch_scenario
from laser.measles.abm import ABMModel, ABMParams
from laser.measles.abm import components
from laser.measles import create_component

scenario = single_patch_scenario(population=50_000, mcv1_coverage=0.85)
params = ABMParams(num_ticks=365, seed=42, start_time="2000-01")
model = ABMModel(scenario, params)
model.add_component(create_component(components.InitializeEquilibriumStatesProcess, components.InitializeEquilibriumStatesParams()))
```