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Rec_code_data

Code

The code implement the models like LightGCN, MF, LightGCL, XSimGCL, SimGCL, and implement various loss function like BPR Loss, BCE Loss, Softmax Loss. Pay attention to how to implement in an efficient way, such as negative sampling.

Data

Each dataset contains two txt files, representing the test set and the training set respectively. The number 'k' after '_' in filename represents k-core processed. In txt file, the first column represents the user ID, and the second column represents the item ID. All IDs are serialized.

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