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Deep learning cookbook: practical recipes to get started quickly/ Douwe Osinga

By: Material type: TextTextPublication details: Mumbai: Shorff Publishers, 2019Description: xv, 234 pages, 22.5 cmISBN:
  • 9789352137572
Subject(s): DDC classification:
  • 23 006.31  Os181
Contents:
Tools and techniques -- Getting unstuck -- Calculating text similarity using word embeddings -- Building a recommender system based on outgoing wikipedia links -- Generating text in the style of an example text -- Question matching -- Suggesting emojis -- Sequence to sequence mapping -- reusing a pretrained image recognition network -- Building an inverse image search service -- Detecting multiple images -- image style -- Generating images with autoencoders -- Generating icons using deep nets -- Music and deep learning -- Productionizing machine learning systems
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Includes index

Tools and techniques -- Getting unstuck -- Calculating text similarity using word embeddings -- Building a recommender system based on outgoing wikipedia links -- Generating text in the style of an example text -- Question matching -- Suggesting emojis -- Sequence to sequence mapping -- reusing a pretrained image recognition network -- Building an inverse image search service -- Detecting multiple images -- image style -- Generating images with autoencoders -- Generating icons using deep nets -- Music and deep learning -- Productionizing machine learning systems

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