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直感 Deep Learning ―Python×Kerasでアイデアを形にするレシピ
book

直感 Deep Learning ―Python×Kerasでアイデアを形にするレシピ

by Antonio Gulli, Sujit Pal, 大串 正矢, 久保 隆宏, 中山 光樹
August 2018
Intermediate to advanced
336 pages
5h 9m
Japanese
O'Reilly Japan, Inc.

Overview

直感的かつ短いコードでアイデアを形にできるKerasはTensorFlowのラッパーとして大人気のライブラリです。本書でもTensorFlowをバックエンドとして使用し、自然言語処理、画像識別、画像生成、音声合成、テキスト生成、強化学習、AIゲームプレイなどさまざまなモデルをPythonとKerasで実装します。対象読者は、各種のディープラーニングを素早く実装したいプログラマー、データサイエンティスト。ディープラーニングを支える技術の速習にも好適です。数式はなるべく使わずにコードと図で説明します。ニューラルネットワークおよびPython 3の基本を理解している人であれば誰でも始めることができます。

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Publisher Resources

ISBN: 9784873118260Other