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View Code? Open in Web Editor NEWDeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
Line 81 in 16f1569
According to the paper, MLP doesn't involve the concat operation and DMF does?
test pinterest dataset ,raise cannot create a tensor proto whose content is larger than 2GB,do you have some idea on this error? thanks
How to process the datasets? I mean, how to construct the negative, test and rating files from a dataset.
Hello there,
I tried to run the code with the AMusic dataset. The results of the CFNet are not correct with the current settings.
Hi~
LastFM dataset in your repo has no timestamps, so how do you segment the last item of a user's interaction?
DeepCF/Data/AMusic.train.rating
Line 517 in 0d91a5d
The user whose ID is equal to 21 doesn't exist in the train set while exists in the test set.
DeepCF/Data/AMusic.test.rating
Line 22 in 0d91a5d
According the original paper,
The ml-1m dataset has been preprocessed by the provider. Each user has at least 20 ratings and each item has been rated by at least 5 users. We process the other three datasets in the same way.
while the user whose ID is equal to 20 just has 2 ratings in the train set.
DeepCF/Data/AMusic.train.rating
Line 515 in 0d91a5d
The code stays in the initial result and can't run down.
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