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

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