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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 7

  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