how do I pivot grouby-then-apply-per-column output?

Question

When I run this code:

df[\'cqt_max\'] = df.apply(lambda row: np.amax(row[\'cqt\'], axis=1), axis=1)
df.groupby(\'class\')[\'cqt_max\'].apply(lambda row: np.me