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Tag: recurrent neural networks

Bidirectional LSTMs with TensorFlow and Keras

Bidirectional LSTMs with TensorFlow and Keras

Chris11 January 202113 January 2021Leave a comment
Long Short-Term Memory networks or LSTMs are Neural Networks that are used in a variety of tasks. Used in Natural...
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Build an LSTM Model with TensorFlow and Keras

Build an LSTM Model with TensorFlow and Keras

Chris7 January 202113 January 20211 Comment
Long Short-Term Memory (LSTM) based neural networks have played an important role in the field of Natural Language Processing. In...
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A gentle introduction to Long Short-Term Memory Networks (LSTM)

A gentle introduction to Long Short-Term Memory Networks (LSTM)

Chris29 December 202013 January 20217 Comments
One of the fields where Machine Learning has boosted progress is Natural Language Processing. This is particularly true for the...
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From vanilla RNNs to Transformers: a history of Seq2Seq learning

From vanilla RNNs to Transformers: a history of Seq2Seq learning

Chris21 December 202029 December 20205 Comments
Machine Learning has been playing an important role in Natural Language Processing over the past few years. Machine summarization, machine...
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