| import numpy as np | |
| import pandas as pd | |
| import seaborn as sns | |
| def plot_boxplots(ax, perf_dict_for_pd, x_label, y_label): | |
| perf_df = pd.DataFrame.from_dict(perf_dict_for_pd) | |
| our_mean_color = sns.color_palette("muted")[9] | |
| marker_size = 7 | |
| mean_markers = 'X' | |
| with sns.color_palette("muted"): | |
| sns.boxplot(x=x_label, y=y_label, data=perf_df, ax=ax, showfliers=False) | |
| ax.plot([0], [np.mean(perf_df[y_label])], color=our_mean_color, marker=mean_markers, | |
| markeredgecolor='#545454', markersize=marker_size, zorder=10) | |
| def plot_barplots(ax, perf_dict_for_pd, x_label, y_label): | |
| perf_df = pd.DataFrame.from_dict(perf_dict_for_pd) | |
| with sns.color_palette("muted"): | |
| sns.barplot(x=x_label, y=y_label, ax=ax, data=perf_df) |