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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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ANSYS Fluent UDF Manual
说明: fluent UDF使用手册,介绍udf使用方法及相关算例的源代码(ANSYS Fluent UDF Manual)
- 2021-03-19 15:19:19下载
- 积分:1
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30160132860
比较实用的opencv电子书 比较实用的opencv电子书 比较实用的opencv电子书(Opencv more practical e-books e-books more practical opencv more practical e-books opencv)
- 2009-10-29 01:43:47下载
- 积分:1
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servo
说明: servomotor labview arduino
- 2020-03-20 15:05:11下载
- 积分:1
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device notes part 1 sir khazir
this lecture introduction on power devices.this notes is very easy of examination point of view
- 2017-11-30 04:18:35下载
- 积分:1
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the_infrared_communication_protocol
说明: 有关红外线通讯的详细协议,有助于熟悉该协议(Details of the infrared communication protocol, help to familiarize themselves with the agreement)
- 2010-04-08 17:10:58下载
- 积分:1
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Protel99
protel添加库()
- 2018-05-20 23:37:16下载
- 积分:1
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hacker_ebook
黑客对不起系列 深入非法下载, 本书的介绍会让读者充分了解,如何才能下载到最新的东西?(Sorry, in-depth series of hacker illegally download, the book' s introduction makes the reader fully understand how to download the latest things?)
- 2010-02-01 17:36:54下载
- 积分:1
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Simulink仿真及代码生成技术入门到精通.part3
说明: SIMULINK非常经典的应用书籍,非常实用。(SIMULINK introduction)
- 2020-01-20 21:57:15下载
- 积分:1
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psfig
使用《自动化学报》《中国科学》或其他期刊latex模版时,如提示缺少psfig.sty则需要将这个文件添加到latex模版目录中。(When using the " Automation Technology" , " Chinese Science" or other periodicals latex templates, such as the lack of psfig.sty tips you need to add this file to latex template directory.)
- 2021-03-26 20:49:13下载
- 积分:1