CD4ML

Module built to enable the automation of Machine Learning workflows.

Main concepts

• cd4ml.task.Tasks: a function or a class containing a run method that can be executed in a workflow

• cd4ml.workflow.Workflow: sequence of tasks in dependency order that can be run sequentially

• cd4ml.experiment.Experiment: a Workflow can be run as an experiment to save data from previous steps and register parameters and outputs

• cd4ml.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

Module Documentation

Modules

• cd4ml
  • cd4ml package
    • Subpackages
    • Submodules
    • cd4ml.executor module
    • cd4ml.experiment module
    • cd4ml.task module
    • cd4ml.utils module
    • cd4ml.workflow module
    • Module contents

Indices and tables

• Index

• Module Index

• Search Page