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kaggle_diabetic-master
A commented bash script to generate our final 2nd place solution can be found in make_kaggle_solution.sh.
Running all the commands sequentially will probably take 7 - 10 days on recent consumer grade hardware. If you have multiple GPUs you can speed things up by doing training and feature extraction for the two networks in parallel. However, due to the computationally heavy data augmentation it may be far less than twice as fast especially when working with 512x512 pixel input images.
You can also obtain a quadratic weighted kappa score of 0.839 on the private leaderboard by just training the 4x4 kernel networks and by performing only 20 feature extraction iterations with the weights that gave you the best MSE validation scores during training. The entire ensemble only achieves a slightly higher score of 0.845.
- 2019-05-11 15:31:21下载
- 积分:1
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guziyinlunheweirao
说明: 很强大的孤子引论书籍,值得一读,非常非常非常非常好。(Very strong soliton Introduction of books, worth reading, very very very very good.)
- 2010-04-21 16:55:17下载
- 积分:1
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Bernese
gamit研究的丰富资料,里面包含各类研究论文(gamit processing data)
- 2013-01-28 23:03:15下载
- 积分:1
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Pattern-Recognition
本文档包括3个文件,Duda写的Pattern Classification(2Ed),这是关于模式识别很经典得一本书,还有中文版支持向量机导论,以及林智仁06年机器学习暑期学校讲义(This document contains 3 files, Duda wrote Pattern Classification (2Ed), this is a classic on the pattern recognition was a book, there is the Chinese version of introduction to support vector machines, and Lin Zhiren Machine Learning Summer School 2006 lecture notes)
- 2011-05-17 10:47:13下载
- 积分:1
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Computer-composition-principle
清华大学.计算机组成原理。课堂ppt,帮助自学的人。要自学组成的可以看看(Tsinghua University Computer Organization Principles. Classroom ppt, helping learners. To be able to look at the self-composed)
- 2015-11-17 18:13:21下载
- 积分:1
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soes_example
EtherCAT 从站设备代码例程,做Ethercat 的可以参考一下,从站实现了FOE 和COE 功能
- 2014-09-23 14:36:11下载
- 积分:1
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CPU卡相关资料协议
说明: CPU读卡器的设计参考,实现CPU卡读写,以及NFC读卡需要的参考资料。(According to the design of CPU card reader, it realizes the reading and writing of CPU card and the basic reference for NFC card reading.)
- 2020-04-26 17:53:07下载
- 积分:1
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xHTML
一个HTML文件是一页文字信息,就象一封电子邮件或一个word字处理文档,而且实际上你完全可以使用Word字处理软件来编写一个HTML网页。你也可以通过其它字处理软件编写文本文件,网络浏览器只能处理文本信息。
(An HTML file is a text message, an email or a word as word processing documents, and in fact you to write a complete HTML page can use Word word processing software. You can also write a text file by other word processing software, web browsers can handle only text messages.)
- 2016-10-18 09:09:10下载
- 积分:1
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SQL
本书对SQL技术的使用和发展进行了全面的讨论。全书共分六大部分,其中第一部分到第五部分分别介绍了SQL的历史和SQL标准的变化,如何使用SQL获取、更新数据,如何构造数据库结构以及如何实现数据的安全方案等,并描述了如何使用ANSI标准中的嵌入式SQL。(This book SQL technology use and development of a comprehensive discussion. The book is divided into six large part to the fifth part of the first part of which introduced the history and the SQL standard SQL changes, how to use SQL to obtain, update data, how to construct the database structure and how to implement data security programs, and describes the How to use the ANSI standard for embedded SQL.)
- 2010-03-04 00:11:47下载
- 积分:1
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OllyDBG-Tutorial
OllyDBG 实例教程 入门教程 OD入门教程包含实例(Getting Started Tutorial Tutorial OllyDBG instance)
- 2010-02-12 15:20:38下载
- 积分:1