深層学習原理の構造
$19.00
Minimum price
$29.00
Suggested price

深層学習原理の構造

深層学習ライブラリをゼロから作成する

About the Book

本書は深層学習の基本原理と実装プロセスを分かりやすく紹介し、既存の深層学習ライブラリを利用するのではなく、pythonのnumpyライブラリを使って独自の深層学習ライブラリをゼロから構築しています。 Pythonプログラミング、微積分、確率統計の基礎知識の紹介を基に、回帰モデル、ニューラルネットワーク、畳み込みニューラルネットワーク、リカレントニューラルネットワーク、ジェネレーティブネットワークなど、深層学習の核となる基礎知識を講義に従って順次紹介します。ディープラーニングの開発原理をシンプルに分析しながら、詳細なコード実装プロセスを提供します。武器や携帯電話の使い方を教えるのではなく、自分で武器や携帯電話を作る方法を教えるようなものです. この本は、既存の深層学習ライブラリの使用に関するチュートリアルではなく、深層学習の開発方法の分析です。ライブラリをゼロから学習します。ゼロからの原則とコードの実装を組み合わせるこの方法により、読者は深層学習の基本原理と一般的な深層学習ライブラリの設計思想をよりよく理解できるようになります。

About the Author

hwdong
hwdong

C9本科,高考数学物理1小时交卷、超出清华分数线20多分. Texas A&M、休斯顿大学访问学者. 曾从事计算机图形学、视觉等科研,目前主要从事计算机编程等网络课程的工作,写了3本书:C++17从入门到精通、Python3从入门到实战、解剖深度学习原理-从0实现深度学习库。在YouTube频道hwdong上发布免费计算机相关的教学课程。

Table of Contents

深層学習の原理の構造 - ゼロから深層学習ライブラリを作成する

 

The Leanpub 60 Day 100% Happiness Guarantee

Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.

Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.

You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!

So, there's no reason not to click the Add to Cart button, is there?

See full terms...

Earn $8 on a $10 Purchase, and $16 on a $20 Purchase

We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.

(Yes, some authors have already earned much more than that on Leanpub.)

In fact, authors have earnedover $13 millionwriting, publishing and selling on Leanpub.

Learn more about writing on Leanpub

Free Updates. DRM Free.

If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).

Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.

Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.

Learn more about Leanpub's ebook formats and where to read them

Write and Publish on Leanpub

You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!

Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.

Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.

Learn more about writing on Leanpub