autoViz Module

Description :
  • This module is used for outputs visualization:
    • Visualize and retrieve each pipeline’s generating steps & performance;
    • Using this module as the open interface for further interactive visualization development.

autoViz

class dynapipe.autoViz.autoViz(preprocess_dict=None, report=None)[source]

This class implements model visualization.

Parameters:
  • preprocess_dict (dict, default = None) – 1st output result (DICT_PREPROCESS) of autoPipe module.
  • report (df, default = None) – 4th output result (dyna_report) of autoPipe module.

Example

References

clf_model_retrieval(metrics=None)[source]

This function implements classification model retrieval visualization.

Parameters:metrics (str, default = None) – Value in [“accuracy”,”precision”,”recall”].

Example

[Example]https://dynamic-pipeline.readthedocs.io/en/latest/demos.html#pipeline-cluster-traversal-experiments-model-retrieval-diagram-using-autoviz

References