这可能是最通俗易懂的深度学习入门书籍,涵盖深度学习理论的方方面面,而且所有知识点都通过Python(主要是Numpy)代码来实现,并不依赖任何现成框架。 缺点可能是理论部分不够深入,但对初学者而言,形象而直观的描述,比起枯燥的公式推导更容易入门。 书中附带的代码,有些尽管没在书中出现,但也值得逐一运行并写下自己的...
《Python深度学习》(Deep Learning from Scratch),由日本O'Reilly出版社出版。该书作者斋藤康毅(Yasuhiko Saito)是一名日本知名的IT技术作家和科技评论员,曾在多家IT媒体担任专栏作家和编辑。 该书分为两部分 第一部分 介绍深度学习的基础理论和算法,包括神经网络、梯度下降、卷积神经网络等 第二部分 介绍深度学习的...
DeepLearningFromScratch 介绍从零开始搭建神经网络,仅依赖 numpy。目的是了解神经网络底层原理,并进行动手实践。相关技术原理文章见知乎个人专栏 王乐Levi: 深度学习基础简介 从零开始搭建神经网络,仅依赖 numpy。技术文章见知乎个人专栏 [王乐Levi: 深度学习基础] 暂无标签 https://www.zhihu.com/column/...
DeepLearning_from_scratchBajaj, Nikesh
Starting from scratch The paper introduces AlphaGo Zero, the latest evolution ofAlphaGo, the first computer program to defeat a world champion at the ancient Chinese game of Go. Zero is even more powerful and is arguably the strongest Go player in history. ...
Deep Learning From Scratch Created by Sujithkumar MA MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 42 Lectures ( 5h 20m ) | Size: 2 Gb Master the Essentials and Advanced Techniques in Deep Learning...
Learning Linux From Scratch(一) Learning Linux From Scratch(一)# 冷知识# bash shellBourne again shell ttymeansteletypewriter电传打字机 命令行界面(command line interface,CLI) 快捷键# Shift + Ctrl + N在已有terminal上新建一个terminal Shift + Ctrl + T在已有terminal窗口的新标签页中启动一个新的...
Deep Learning From Scratch Published 7/2024 Created by Sujithkumar MA MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 42 Lectures ( 5h 20m ) | Size: 2 Gb Master the Essentials and Advanced Techniques in Deep Learning...
Machine-Learning-From-Scratch 常用机器学习的算法简洁实现 About 从零开始实现机器学习算法,简洁的实现版本 附源码讲解网址,网址中记录了我学习机器学习算法的过程方法与资料 http://www.dmlearning.cn/ 算法目录 借鉴了Erik的代码 https://github.com/eriklindernoren ...
《深度学习入门:基于Python的理论与实现》电子版及配套代码。. Contribute to qiaohaoforever/DeepLearningFromScratch development by creating an account on GitHub.