Verwandte Artikel zu Generative Deep Learning: Teaching Machines to Paint,...
Inhaltsangabe
Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders, generative adversarial networks (GANs), encoder-decoder models, and world models.
Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative.
- Discover how variational autoencoders can change facial expressions in photos
- Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation
- Create recurrent generative models for text generation and learn how to improve the models using attention
- Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting
- Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorin bzw. den Autor
David Foster is the co-founder of Applied Data Science, a data science consultancy delivering bespoke solutions for clients. He holds an MA in Mathematics from Trinity College, Cambridge, UK and an MSc in Operational Research from the University of Warwick. David has won several international machine learning competitions, including the Innocentive Predicting Product Purchase challenge and was awarded first prize for a visualisation that enables a pharmaceutical company in the US to optimize site selection for clinical trials. He is an active participant in the online data science community and has authored several successful blog posts on deep reinforcement learning including `How To Build Your Own AlphaZero AI'.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
Neu kaufen
Diesen Artikel anzeigen
EUR 62,07
EUR 17,80 für den Versand von USA nach Deutschland
Versandziele, Kosten & Dauer
Suchergebnisse für Generative Deep Learning: Teaching Machines to Paint,...
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: SecondSale, Montgomery, IL, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Bestandsnummer des Verkäufers 00083538358
Anzahl: 2 verfügbar
Foto des Verkäufers
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: Bay State Book Company, North Smithfield, RI, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: good. The book is in good condition with all pages and cover intact, including the dust jacket if originally issued. The spine may show light wear. Pages may contain some notes or highlighting, and there might be a "From the library of" label. Boxed set packaging, shrink wrap, or included media like CDs may be missing. Bestandsnummer des Verkäufers BSM.LXSS
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: BEST BOOK, Richardson, TX, USA
Verkäuferbewertung 4 von 5 Sternen
paperback. Zustand: New. Ship within 24hrs. 100% Satisfaction is Our #1 Goal! Bestandsnummer des Verkäufers F2-00006
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: Goodwill Books, Hillsboro, OR, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: VeryGood. Minimal signs of wear. Bestandsnummer des Verkäufers 3IIT5G005JXR_ns
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play
Anbieter: medimops, Berlin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Bestandsnummer des Verkäufers M01492041947-V
Anzahl: 2 verfügbar
Foto des Verkäufers
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: Goodwill of Silicon Valley, SAN JOSE, CA, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: good. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Good condition! Any other included accessories are also in Good condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear. Bestandsnummer des Verkäufers GWSVV.1492041947.G
Anzahl: 1 verfügbar
Foto des Verkäufers
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: Goodwill of Silicon Valley, SAN JOSE, CA, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: acceptable. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Acceptable condition! Any other included accessories are also in Acceptable condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear such as cover tears discoloration, staining, marks, scuffs, etc. All pages intact. Bestandsnummer des Verkäufers GWSVV.1492041947.A
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: HPB-Red, Dallas, TX, USA
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Bestandsnummer des Verkäufers S_431410672
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Anbieter: Toscana Books, AUSTIN, TX, USA
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Bestandsnummer des Verkäufers Scanned1492041947
Anzahl: 1 verfügbar