practical-nlp/practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

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Organized collection of Jupyter notebooks covering foundational NLP tasks—text representation, classification, information extraction, and chatbots—with hands-on implementations using TensorFlow 1.x and traditional NLP libraries. Spans domain-specific applications including social media analysis, e-commerce, healthcare, and finance, enabling practitioners to understand both core techniques and real-world deployment patterns. Executable directly in Google Colab and nbviewer, with active refactoring efforts toward modern Python/TensorFlow 2.x environments.

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Sep 29, 2023

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