Pragmatic AI: An Introduction to Cloud-Based Machine Learning
By 作者: Noah Gift
ISBN-10 书号: 0134863860
ISBN-13 书号: 9780134863863
Edition 版本: 1
出版日期: 2018-08-19
pages 页数: 256
Contents
Preface
Acknowledgments
About the Author
1:Introduction to PragmaticAl
1Introduction to PragmaticAl
2Aland ML Toolchain
3 Spartan Al Lifecycle
ll:Alin the Cloud
4Cloud Al Development with Google Cloud Platform
5 Cloud Al Development with Amazon Web Services
lⅢ:Creating Practical Al Applications from Scratch
6 Predicting Social-Media Influence in the NBA
7Creating an Intelligent Slackbot on AWS
8 Finding Project Management Insights from a GitHub Organization
9 Dynamically Optimizing EC2 Instances on AWS
10 Real Estate
11Production Al for User-Generated Content
A Al Accelerators
B Deciding on Cluster Size
Index
2019-12-21 21:49:51
24.94MB
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干扰观测器经典教材干扰观测器经典教材
2019-12-21 21:44:11
8.21MB
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Tree-Based Convolutional Neural Networks，Lili Mou • Zhi Jin。2018年新书，介绍基于树构造的卷积神经网络。
2019-12-21 21:38:19
2.71MB
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运行webdemo的robotframework测试例子，生成了基于profile的完整的call graph，可以对照源代码理解整个框架的设计思路
2019-12-21 21:29:20
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基于多项式展开的两帧运动估计 翻译
Two-Frame Motion Estimation Based on Polynomial Expansion
2019-12-21 21:22:11
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Efficient Graph-Based Image Segmentation论文的实现代码，以及给了一个测试样例，在Linux下运行通过
2019-12-21 21:20:40
580KB
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Selective Search论文中部分功能的C++实现，eclipse下的C++工程，直接导入即可。具体内容参考相关文论及本人博客。
2019-12-21 21:20:40
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Grad-CAM：Visual Explanations from Deep Networks via Gradient-based Localization论文原文加翻译
2019-12-21 21:10:36
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xiang li的master thesis，里面包含利用现有的opencores的ip core组合搭建平台和软件开发，包含具体的操作步骤，rtl代码，软件（c,asm）源码。
是一个很具有参考价值的project的demo。
2019-12-21 21:00:19
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