pipeline_search_plots
=============================================

.. py:module:: evalml.automl.pipeline_search_plots

.. autoapi-nested-parse::

   Plots displayed during pipeline search.



Module Contents
---------------

Classes Summary
~~~~~~~~~~~~~~~

.. autoapisummary::

   evalml.automl.pipeline_search_plots.PipelineSearchPlots
   evalml.automl.pipeline_search_plots.SearchIterationPlot





Contents
~~~~~~~~~~~~~~~~~~~
.. py:class:: PipelineSearchPlots(results, objective)

   Plots for the AutoMLSearch class during search.

   :param results: Dictionary of current results.
   :type results: dict
   :param objective: Objective that AutoML is optimizing for.
   :type objective: ObjectiveBase




   **Methods**

   .. autoapisummary::
      :nosignatures:

      evalml.automl.pipeline_search_plots.PipelineSearchPlots.search_iteration_plot

   .. py:method:: search_iteration_plot(self, interactive_plot=False)

      Shows a plot of the best score at each iteration using data gathered during training.

      :param interactive_plot: Whether or not to show an interactive plot. Defaults to False.
      :type interactive_plot: bool

      :returns: plot

      :raises ValueError: If engine_str is not a valid engine.



.. py:class:: SearchIterationPlot(results, objective)

   Search iteration plot.

   :param results: Dictionary of current results.
   :type results: dict
   :param objective: Objective that AutoML is optimizing for.
   :type objective: ObjectiveBase




   **Methods**

   .. autoapisummary::
      :nosignatures:

      evalml.automl.pipeline_search_plots.SearchIterationPlot.update

   .. py:method:: update(self, results, objective)

      Update the search plot.