agents
v0.2.0
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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)
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)