feijoa.visualization package#

Submodules#

feijoa.visualization.edf module#

EDF plot module.

feijoa.visualization.edf.plot_edf(job, fig=None, name=None, invert_objective=False)#

Plot the EDF of a job.

Parameters

  • job (Job) – Job instance.

  • fig (go.Figure) – Plotly figure object.

  • name – Name of trace.

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

feijoa.visualization.evaluations module#

Evaluations plot module.

feijoa.visualization.evaluations.pad(string, width, filler=' ', fill_chars=3)#

Pads a string to a given width.

Parameters

  • string (str) – String instance.

  • width (int) – Target width of string.

  • filler – Fill places with specified char.

  • fill_chars – Count of chars to fill.

Raises

AnyError – If anything bad happens.

feijoa.visualization.evaluations.plot_evaluations(job, params=None, invert_objective=False)#

Plot evaluations of job.

Parameters

  • job (Job) – Job instance.

  • params (list) – List of parameters to plot.

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

feijoa.visualization.hist module#

Histogram’s plot module.

feijoa.visualization.hist.plot_objective_hist(job, fig=None, invert_objective=False)#

Plot objective hists for a specified job.

Parameters

  • job (Job) – Job instance.

  • fig (go.Figure) – Plotly figure object.

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

feijoa.visualization.importances module#

feijoa.visualization.optimization_history module#

Optimization history plot module.

feijoa.visualization.optimization_history.plot_compare_jobs(*jobs, mode='lines+markers', fig=None, names=None, invert_objective=False)#

Plot comparison between jobs.

Parameters

  • jobs (List[Job]) – List of jobs.

  • mode (str) – Plotly plot mode. Defaults to “lines+markers”

  • names (List[str]) – Names of traces.

  • fig (go.Figure) – Plotly figure object.

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

feijoa.visualization.optimization_history.plot_optimization_history(job, mode='lines+markers', name=None, fig=None, only_best=True, invert_objective=False)#

Plot optimization history.

Parameters

  • job (Job) – Job instance.

  • mode (str) – Plotly plot mode. Defaults to “lines+markers”

  • name (str) – Name of trace.

  • fig (go.Figure) – Plotly figure object.

  • only_best – Plotly only bests results. (Descending sequence by objective values)

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

feijoa.visualization.parallel_coordinates module#

Parallel coordinates plot module.

feijoa.visualization.parallel_coordinates.pad(string, width, filler=' ', fill_chars=3)#

Pads a string to a given width.

Parameters

  • string (str) – String instance.

  • width (int) – Target width of string.

  • filler – Fill places with specified char.

  • fill_chars – Count of chars to fill.

Raises

AnyError – If anything bad happens.

feijoa.visualization.parallel_coordinates.plot_parallel_coordinates(job, params=None, invert_objective=False)#

Plot the parallel coordinates for a specified job.

Parameters

  • job (Job) – Job instance.

  • params (list) – Parameters names to plot.

  • invert_objective (bool) – For the maximization task, it is necessary to invert the value of the view function, in this case, you must check this box to get corrective values

Raises

AnyError – If anything bad happens.

Module contents#