70e4d7fe60a9658bb27b9f5fb67592a1222b2ec3,spotlight/sequence/representations.py,LSTMNet,user_representation,#LSTMNet#Any#,70
Before Change
sequence_embeddings = self.item_embeddings(item_sequences)
user_representations, (hidden, cell) = self.lstm(sequence_embeddings)
return hidden.view(-1, self.embedding_dim)
After Change
sequence_embeddings = (sequence_embeddings
.unsqueeze(3))
// Pad it with zeros from left
sequence_embeddings = (F.pad(sequence_embeddings,
(0, 0, 1, 0))
.squeeze(3))
sequence_embeddings = sequence_embeddings.permute(0, 2, 1)
user_representations, _ = self.lstm(sequence_embeddings)
user_representations = user_representations.permute(0, 2, 1)

In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 6
Instances
Project Name: maciejkula/spotlight
Commit Name: 70e4d7fe60a9658bb27b9f5fb67592a1222b2ec3
Time: 2017-07-06
Author: maciej.kula@gmail.com
File Name: spotlight/sequence/representations.py
Class Name: LSTMNet
Method Name: user_representation
Project Name: maciejkula/spotlight
Commit Name: 396303a7b84fe4f8b304a5878c487ff0b3a16097
Time: 2017-07-08
Author: maciej.kula@gmail.com
File Name: spotlight/sequence/representations.py
Class Name: CNNNet
Method Name: user_representation
Project Name: maciejkula/spotlight
Commit Name: 70e4d7fe60a9658bb27b9f5fb67592a1222b2ec3
Time: 2017-07-06
Author: maciej.kula@gmail.com
File Name: spotlight/sequence/representations.py
Class Name: CNNNet
Method Name: user_representation