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"""
Models Package for Neural Hybrid Systems
This package contains all neural network architectures and model utilities.
"""
from .factory import create_model
from .utils import interpolate_trajectory, interpolate_external_input, create_vector_field_with_external_input
from .architectures import HybridLatentODEModel, VanillaODEModel, EventODEModel
from .base import BaseModel
from .components import MLPWithCustomInit
from .components.initialization import (
init_dynamics_network, init_autoencoder_network,
init_event_network, init_reset_network
)
# Backward compatibility imports
from .factory import create_hybrid_models, create_neural_ode_models, create_event_ode_models
__all__ = [
'create_model', 'interpolate_trajectory',
'interpolate_external_input', 'create_vector_field_with_external_input',
'HybridLatentODEModel', 'VanillaODEModel', 'EventODEModel',
'BaseModel', 'MLPWithCustomInit',
'init_dynamics_network', 'init_autoencoder_network',
'init_event_network', 'init_reset_network',
# Backward compatibility
'create_hybrid_models', 'create_neural_ode_models', 'create_event_ode_models',
]
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