multiml

multiml.StoreGate([backend, backend_args, ...])

Data management class for multiml execution.

multiml.TaskScheduler([ordered_tasks])

Task management class for multiml execution.

multiml.Saver([save_dir, serial_id, mode, ...])

Miscellaneous object management class.

multiml.Hyperparameters([hps])

Utility class to manage Hyperparameter classes.

multiml.agent.BaseAgent([saver, storegate, ...])

Base class of agent.

multiml.agent.SequentialAgent([...])

Agent execute sequential tasks.

multiml.agent.RandomSearchAgent([samplings, ...])

Agent executing random search..

multiml.agent.GridSearchAgent(**kwargs)

Agent scanning all possible subtasks and hyper parameters.

multiml.task.BaseTask([saver, ...])

Base task class for the default functions.

multiml.task.MLBaseTask([phases, ...])

Base task class for (deep) machine learning tasks.

multiml.task.pytorch.PytorchBaseTask([...])

Base task for PyTorch model.

multiml.task.keras.KerasBaseTask([...])

Base task for Keras model.

multiml.logger

Logger module.

multiml.const

Constant module.