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practical-nlp/practical-nlp-code

Companion code repository for the O'Reilly book 'Practical Natural Language Processing' with TensorFlow-based notebooks for building real-world NLP systems.

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This repository contains Jupyter notebooks demonstrating NLP system development using TensorFlow. It covers fundamental techniques including sentiment analysis, text classification, sequence modeling, and language understanding pipelines. The code examples span preprocessing, feature engineering, model training, and evaluation workflows for practical NLP applications.

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