CD4ML¶
Module built to enable the automation of Machine Learning workflows.
Main concepts¶
cd4ml.task.Tasks
: a function or a class containing arun
method that can be executed in a workflowcd4ml.workflow.Workflow
: sequence of tasks in dependency order that can be run sequentiallycd4ml.experiment.Experiment
: a Workflow can be run as an experiment to save data from previous steps and register parameters and outputscd4ml.provider.Provider
: the execution environment to run the experiments.cd4ml.executor.Executor
: where the experiment will run. Could load input and output data from experiment