Natural Language Processing with PyTorch Author: Delip Rao, Brian McMahan Year: 2019 [ENG,PDF]
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In this book, Computational Graphs and the Supervised Learning Paradigm. The basics of an optimized PyTorch tensor library. An overview of traditional NLP concepts and techniques. Proactive neural networks (multilayer perceptron and others). Improving RNNs with Long Short Term Memory (LSTM) and Managed Recurrent Blocks Prediction and Sequence Conversion Models. Design patterns for NLP systems used in production.

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