Interactive plots

Notice: make sure the enable widget when using interactive plots %matplotlib widget

[1]:

import fairlib

[2]:

# Notice: make sure the enable widget when using interactive plots
# %matplotlib widget

%matplotlib inline

import altair as alt
from vega_datasets import data

Load experimental results

[3]:

Moji_results = fairlib.analysis.retrive_results("Moji", log_dir="../analysis/results")

[4]:

Moji_plot_df = fairlib.analysis.final_results_df(
    # model_order=["Adv","INLP", "DAdv"],
    results_dict = Moji_results,
    pareto = True,
    pareto_selection = "test",
    selection_criterion = None,
    return_dev = True,
    )

Crete Plot

[5]:

fairlib.analysis.tables_and_figures.make_zoom_plot(
    Moji_plot_df, dpi = 100,
    zoom_xlim=(0.6, 0.78),
    zoom_ylim=(0.8, 0.98),
    )

../_images/tutorial_interactive_plots_8_0.png

[6]:

fairlib.analysis.tables_and_figures.interactive_plot(Moji_plot_df, selection="DTO")

../_images/tutorial_interactive_plots_9_0.png

[7]:

fairlib.analysis.tables_and_figures.interactive_plot(Moji_plot_df, selection="constrained")

../_images/tutorial_interactive_plots_10_0.png