MetaRec
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Inappropriate parameters for pandas preprocessing data
https://github.com/khanhnamle1994/MetaRec/blob/master/Autoencoders-Experiments/CDAE-PyTorch/DataUtils.py at line 55, 56
num_items_by_user = data.groupby('user', as_index=False).size()
num_users_by_item = data.groupby('item', as_index=False).size()
Does the as_index should be set to True because the later convert to pandas dataframe user_frame = num_items_by_user.to_frame()
and assign columns name user_frame.columns = ['item_cnt']
as only as_index=True
will result in a pandas Series, otherwise it already be a dataframe so cannot be converted?