=============== autoPipe Module =============== Description : - This module is used to build *Pipeline Cluster Traversal Experiments*: * Create sequential components of *Pipeline Cluster Traversal Experiments* * Apply traversal experiments through pipeline cluster to find the best baseline model * Generate comparable and parameter-tracable dictionaies and reports to support autoVIZ and autoFlow modules - Build Steps: * autoPP - dynaPreprocessing() Class in autoPP module * Datasets Splitting - pipeline_splitting_rule() Function in utilis_funs module * autoFS - dynaFS_clf() or dynaFS_reg() Class in autoFS module * autoCV - dynaClassifier() or dynaRegressor() Class in autoCV module * Model Evaluate - evaluate_model() Class in autoCV module .. image:: PipelineClusterTraversalExperiments.PNG :width: 980 autoPipe --------------------- .. automodule:: optimalflow.autoPipe :members: