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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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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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Group-Theory
北大群论讲义，作为老师讲的讲义，还算通俗易懂。(North group theory lectures, as teacher handouts, fairly easy to understand.)
- 2021-03-31 23:59:08下载
- 积分：1
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Trnsys17Mannul01
TRNSYS，瞬态模拟程序，软件内置教程，第一部分(TRNSYS, a transient simulation program, the software built tutorial, the first part)
- 2014-03-04 20:40:25下载
- 积分：1
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16111990-C-interview-questions-and-answers
C C++ interview Questions and Answers
- 2020-10-25 15:10:00下载
- 积分：1
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i2c_bus
I2C总线协议，对学习及如何使用I2C协议进行模拟开发有一定的帮助(I2C bus protocol on learning and how to use the I2C protocol to simulate the development of a certain degree of help)
- 2008-07-30 15:21:35下载
- 积分：1
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Rsoft教程
用于r soft 初学者的学习资料，本资料包含rsoft软件基本的功能区介绍和简单实例讲解(Learning materials for r soft is a beginner)
- 2017-12-15 23:06:46下载
- 积分：1
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ziliao
中小学教学资料1000篇(pdf)主要针对教师的教学经验、工作总结和相关教学的论文。(Teaching and learning materials in primary and secondary schools 1000 (pdf) mainly for teachers of teaching experience, and summing up the work of teaching and related papers.)
- 2008-12-29 20:10:37下载
- 积分：1
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high-performance-cuda
本书共分5章：第1章介绍GPU通用计算的发展历程，介绍并行计算的历史、现状以及面临的问题；第2章介绍CUDA的使用方法，帮助理解CUDA的编程模型、存储器模型和执行模型，掌握CUDA程序的编写方法；第3章探讨CUDA硬件架构，深入分析Tesla GPU架构与CUDA通用计算的相互作用：第4章总结CUDA的高级优化方法，对任务划分、存储器访问、指令流效率等课题进行探讨；第5章以丰富的实例展示如何使用CUDA的强大性能解决实际问题。(This book is divided into five chapters: Chapter 1 introduces the development process of general-purpose GPU computing, parallel computing introduces the history, current situation and problems Chapter 2 describes the use of CUDA to help understand the CUDA programming model, the memory model and implementation model, master CUDA program writing method Chapter 3 explores CUDA hardware architecture, in-depth analysis of Tesla GPU architecture and CUDA general-purpose computing interactions: Chapter 4 summarizes the CUDA advanced optimization methods, the division of tasks, memory access, instruction stream efficiency and other topics were discussed Chapter 5 with abundant examples show how to use CUDA strong performance to solve practical problems.)
- 2013-11-04 18:44:09下载
- 积分：1
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c_adv_prog_ppt
数学与信息科学学院，C语言学习——高级进阶C语言学习高级教程(School of Mathematics and Information Science, C language learning- Senior Advanced C language learning advanced tutorials)
- 2014-04-01 15:21:28下载
- 积分：1
