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1. rantsandruse.github.io rantsandruse.github.io Public

   Rants and ruse

   Ruby

2. pytorch_lstm_01intro pytorch_lstm_01intro Public

   The most basic LSTM tagger model in pytorch; explain relationship between nll loss, cross entropy loss and softmax function.

   Jupyter Notebook 14

3. pytorch_lstm_02minibatch pytorch_lstm_02minibatch Public

   Pytorch LSTM tagger tutorial with minibatch training. Includes discussion on proper padding, embedding, initialization and loss calculation.

   Python 6

4. pytorch_lstm_03classifier pytorch_lstm_03classifier Public

   LSTM based sentiment classifier in pytorch; Transformer an LSTM tagger to an LSTM classifier in 5 lines of code.

   Python 1

5. lstm_attention_tf lstm_attention_tf Public

   Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

   Jupyter Notebook 27 18

6. pytorch_lstm_04imdb pytorch_lstm_04imdb Public

   Python 1