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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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PKU_Summer
北大ACM暑期培训讲义,主讲人为北京大学历届World Final选手,具有一定的参考价值。(ACM Peking University summer training handouts, presenter of Peking University successive World Final players, has a certain reference value.)
- 2010-02-09 09:39:31下载
- 积分:1
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OrderManager
Online Order Manager
- 2013-11-26 00:16:03下载
- 积分:1
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phasedarrayradarataprocessinganditssimulationtechn
相控阵雷达及其仿真技术:蔡庆宇著,包括最优估计,非线性滤波,机动目标跟踪,系统仿真技术等内容,是学习相控阵雷达技术的一本重要参考书(phased array radar and simulation technologies : a Qingyu, including optimal estimation, non-linear filtering, mobile target tracking, System simulation technology, learning phased array radar technology an important reference books)
- 2007-05-07 02:22:19下载
- 积分:1
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diveintopythonzh-cn-5.4b-code
说明: python工具书查询,之前看到的,资料还不错,可以参考学习下(Reference books for python)
- 2020-06-18 07:40:02下载
- 积分:1
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Python机器学习实践:测试驱动的开发方法
说明: Python机器学习实践:测试驱动的开发方法(Python machine learning practice: Test Driven Development Method)
- 2020-12-09 19:05:32下载
- 积分:1
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modern_communication_system_using_MATLA5
本书系Brooks/Cole出版公司(Thomson Learning出版集团的下属子公司)2000年推出的BookWare系列丛书(BookWare Companion SeriseTM)之一种。该书提供了利用MATLAB的普及型学生版本在计算机上解决“现代通信系统”这门课程中涉及的几乎所有方面的问题的分析思路、方法、MATLAB脚本文件和处理结果的范例以及供学生自主学习研讨的习题。全书内容分为9章,分别是:信号与线性系统;随机过程;模拟调制;模拟/数字转换;基带数字传输;带限信道的数字传输;载波调制的数字传输;信道容量和编码;扩频通信系统。(modern_communication_system_using_MATLA)
- 2009-07-01 10:14:49下载
- 积分:1
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Matlab_neur_toolbox
Matlab神经网络工具箱应用简介,详细说明MATLAB中神经网络工具箱如何使用,对新手极有帮助(Matlab neural network toolbox application profiles, detailed description MATLAB neural network toolbox how to use the new hands will be very helpful)
- 2020-08-05 15:38:34下载
- 积分:1
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Mathematical-modeling
数学建模算法与程序大全和Maltab在数学建模中的应用两本电子书与随书所有源代码,好资料不必多说。(Mathematical modeling algorithm and program)
- 2020-11-22 15:49:36下载
- 积分:1
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mc_uve
一些关于蒙特卡罗无信息变量消除法(MC_UVE)的实用文章。(No information about Monte Carlo variable elimination method (MC_UVE) practical article.)
- 2013-07-04 22:17:09下载
- 积分:1