syne_tune.experiments.visualization package

Submodules

• syne_tune.experiments.visualization.aggregate_results module
  • fill_trajectory()
  • compute_mean_and_ci()
  • compute_median_percentiles()
  • compute_iqm_bootstrap()
  • aggregate_and_errors_over_time()
• syne_tune.experiments.visualization.multiobjective module
  • hypervolume_indicator_column_generator()
• syne_tune.experiments.visualization.pareto_set module
  • get_pareto_optimal()
  • get_pareto_set()
• syne_tune.experiments.visualization.plot_per_trial module
  • MultiFidelityParameters
    • MultiFidelityParameters.rung_levels
    • MultiFidelityParameters.multifidelity_setups
    • MultiFidelityParameters.check_params()
  • TrialsOfExperimentResults
    • TrialsOfExperimentResults.plot()
• syne_tune.experiments.visualization.plotting module
  • SubplotParameters
    • SubplotParameters.nrows
    • SubplotParameters.ncols
    • SubplotParameters.titles
    • SubplotParameters.title_each_figure
    • SubplotParameters.kwargs
    • SubplotParameters.legend_no
    • SubplotParameters.xlims
    • SubplotParameters.subplot_indices
    • SubplotParameters.merge_defaults()
  • ShowTrialParameters
    • ShowTrialParameters.setup_name
    • ShowTrialParameters.trial_id
    • ShowTrialParameters.new_setup_name
    • ShowTrialParameters.merge_defaults()
  • PlotParameters
    • PlotParameters.metric
    • PlotParameters.mode
    • PlotParameters.title
    • PlotParameters.xlabel
    • PlotParameters.ylabel
    • PlotParameters.xlim
    • PlotParameters.ylim
    • PlotParameters.metric_multiplier
    • PlotParameters.convert_to_min
    • PlotParameters.tick_params
    • PlotParameters.aggregate_mode
    • PlotParameters.dpi
    • PlotParameters.grid
    • PlotParameters.subplots
    • PlotParameters.show_init_trials
    • PlotParameters.merge_defaults()
  • group_results_dataframe()
  • filter_final_row_per_trial()
  • enrich_results()
  • ComparativeResults
    • ComparativeResults.metadata_values()
    • ComparativeResults.plot()
• syne_tune.experiments.visualization.results_utils module
  • create_index_for_result_files()
  • load_results_dataframe_per_benchmark()
  • download_result_files_from_s3()