Natural language processing with Python and spacy : a practical introduction

著者

• Vasiliev, Yuli

書誌事項

Natural language processing with Python and spacy : a practical introduction

by Yuli Vasiliev

No Starch Press, Inc., 2020

注記

Includes index

内容説明・目次

内容説明

Smart Natural Language Processing with Python is an introduction to natural language processing (NLP). The book uses spaCy, a leading Python library for NLP, to guide readers through common NLP tasks related to generating and understanding human language with code. It addresses problems like understanding a user's intent, continuing a conversation with a human, and using syntactic dependencies. It also teaches you how to connect an NLP script to a messaging app, store user data in a database to fill in a form, and customise your own statistical models to improve text processing.

目次

Introduction Chapter 1: How Natural Language Processing Works Chapter 2: The Text-Processing Pipeline Chapter 3: Working with Container Objects and Customizing spaCy Chapter 4: Extracting and Using Linguistic Features Chapter 5: Working with Word Vectors Chapter 6: Finding Patterns and Walking Dependency Trees Chapter 7: Visualizations Chapter 8: Intent Recognition Chapter 9: Storing User Input in a Database Chapter 10: Training Models Chapter 11: Deploying Your Own Chatbot Chapter 12: Implementing Web Data and Processing Images Linguistic Primer

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BC04333681
• ISBN:
  • 9781718500525
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: San Francisco, CA
• ページ数/冊数: xviii, 192 p.
• 大きさ: 24 cm
• 件名:
  • LCSH : Natural language processing (Computer science)
  • LCSH : Python (Computer program language)
  • LCSH : Automatische Sprachanalyse