Challenge: Building an LSTM for Sentiment Analysis
Uppgift
Swipe to start coding
-
Define the
SentimentLSTM
class, completing its__init__
method to set up thenn.Embedding
,nn.LSTM
, andnn.Linear
layers, and implement itsforward
method to process input sequences. -
Instantiate the
SentimentLSTM
model, then define thenn.BCEWithLogitsLoss
criterion
andtorch.optim.Adam
optimizer
. -
Implement the training and evaluation loops, including forward and backward passes, parameter updates, and accuracy calculation.
Lösning
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