def save_heatmap(df, title, tag):
"""Create and save heatmaps."""
sns.plt.figure()
sns.plt.clf()
filename = title+tag+".pdf"
sns.heatmap(df, cmap="YlGn", annot=True, fmt='1.2f')
sns.plt.title(title)
sns.plt.ylabel(r'Number of samples $n$')
sns.plt.xlabel(r'Number of dimensions $d$')
sns.plt.savefig(filename)
print("\t{} saved".format(filename))
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