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d4cbafd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | 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) |