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pandas dataframe to dictionary with duplicate index

d = df_test.set_index('b').groupby('b').apply(lambda x : x.to_numpy().tolist()).to_dict()
print (d)
{7: [[5, 1], [6, 0]], 17: [[15, 1], [16, 0]]}
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