Deep Learning With Javascript: Neural Networks in Tensorflow.JS - Couverture souple

Cai, Shanqing; Bileschi, Stanley; Nielsen, Eric; Chollet, François

 
9781617296178: Deep Learning With Javascript: Neural Networks in Tensorflow.JS
Couverture souple
ISBN 10 : 1617296171 ISBN 13 : 9781617296178
Editeur : Manning Publications, 2020

Synopsis

Deep learning has transformed the fields of computer vision, image processing, and natural language applications. Thanks to TensorFlow.js, now JavaScript developers can build deep learning apps without relying on Python or R.

 

Deep Learning with JavaScript shows developers how they can bring DL technology to the web. Written by the main authors of the TensorFlow library, this new book provides fascinating use cases and in-depth instruction for deep learning apps in JavaScript in your browser or on Node.

  • Deploying computer vision, audio, and natural language processing in the browser
  • Fine-tuning machine learning models with client-side data
  • Constructing and training a neural network
  • Interactive AI for browser games using deep reinforcement learning
  • Generative neural networks to generate music and pictures

TensorFlow.js is an open-source JavaScript library for defining, training, and deploying deep learning models to the web browser. It’s quickly  gaining  popularity with developers for its amazing set of benefits including scalability, responsiveness, modularity, and portability.

 

Shanging Cai and Eric Nielsen are senior software engineers on the Google Brain team.

 

Stan Bileschi is the technical lead for Google’s TensorFlow Usability team, which built the TensorFlow Layers API. All three have advanced degrees from MIT. Together, they’re responsible for writing most of TensorFlow.js.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Shanging Cai and Eric Nielsen are senior software engineers on the Google Brain team.

 

Stan Bileschi is the technical lead for Google’s TensorFlow Usability team, which built the TensorFlow Layers API. All three have advanced degrees from MIT. Together, they’re responsible for writing most of TensorFlow.js.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Manning Publications
Date d'édition
2020
Langue
anglais
ISBN 10 
1617296171
ISBN 13 
9781617296178
Reliure
Broché
Numéro d'édition
1
Nombre de pages
560
Coordonnées du fabricant
non disponible
Personne responsable
non disponible