hot_swappable_ai_models (agents v0.2.0)

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Summary

Functions

a_b_test_models(ModelA, ModelB, TrafficSplit, TestDuration)

adaptive_model_selection(InputData, Context, SelectionCriteria)

code_change(OldVsn, State, Extra)

ensemble_prediction(ModelIds, InputData, EnsembleStrategy)

federated_model_update(ModelId, FederatedUpdates, AggregationStrategy)

get_model_prediction(ModelId, InputData, Options)

gradual_model_rollout(ModelId, NewVersion, RolloutSchedule, Criteria)

handle_call(Request, From, State)

handle_cast(Msg, State)

handle_info(Info, State)

init(_)

load_model(ModelId, ModelSpec, DeploymentOptions)

model_performance_monitoring(ModelId, MonitoringConfig)

model_version_control(ModelId, VersionOperation)

neural_architecture_search(SearchSpace, ObjectiveFunction, SearchBudget)

real_time_model_training(ModelId, TrainingData, TrainingOptions)

rollback_model(ModelId, TargetVersion)

start_link()

swap_model(OldModelId, NewModelId, SwapStrategy)

terminate(Reason, State)