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简介

Deep Learning with R

Deep Learning with R 0.0分

资源最后更新于 2020-09-23 15:16:12

作者:Francois Chollet

出版社:Manning Publications

出版日期:2018-01

ISBN:9781617295546

文件格式: pdf

标签: R 深度学习 机器学习 Keras 计算科学 statistics rstats ml

简介· · · · · ·

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 p...

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目录

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