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the default shape of input for lstm class is of (seq_len, batch, input_size) . the review are of the size of (batch , sequence) and the out put of embeding class would be of (batch, sequence, feature_space ) which goes to lstm class directly and is not matched with the default shape unless we initiate the class with the modification on line udacity#16
We need to replace
from sklearn.externals import joblib
toimport joblib
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