Deep Learning with R pdf epub mobi txt 电子书下载 2025

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出版者:Manning Publications

作者:Francois Chollet

出品人:

页数:325

译者:

出版时间:2018-3-30

价格:USD 49.99

装帧:Paperback

isbn号码:9781617295546

丛书系列:

图书标签:

R
深度学习
机器学习
Keras
计算科学
statistics
rstats
ml
深度学习
R语言
机器学习
数据科学
统计学习
神经网络
深度学习框架
Keras
TensorFlow
数据分析

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具体描述

Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. Initially written for Python as Deep Learning with Python by Keras creator and Google AI researcher François Chollet and adapted for R by RStudio founder J. J. Allaire, this book builds your understanding of deep learning through intuitive explanations and practical examples. You'll practice your new skills with R-based applications in computer vision, natural-language processing, and generative models.

作者简介

François Chollet is a deep-learning researcher at Google and the author of the Keras library.

J.J. Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras.

目录信息

PART 1 - FUNDAMENTALS OF DEEP LEARNING
What is deep learning?
Before we begin: the mathematical building blocks of neural networks
Getting started with neural networks
Fundamentals of machine learning
PART 2 - DEEP LEARNING IN PRACTICE
Deep learning for computer vision
Deep learning for text and sequences
Advanced deep-learning best practices
Generative deep learning
Conclusions
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