HuaWei

光学课件 第一章 光的干涉 第二章 光的衍射 第三章 几何光学的基本原理 第四章 光学仪器的基本原理 第五章 光的偏振(Optical courseware )

宾.杨（Bin Yang）的PAST算法（投影近似子空间跟踪算法）原文翻译.(PAST rotation invariance is used to solve the angle signal, This algorithm uses the minimum two multiplication to estimate the incidence angle)

机器学习实战，主要介绍机器学习的内容，使用python作为源代码语言(machine learning in action)

详细介绍了MATLAB求解偏微分方程的PDE工具箱。(PDEtool)

S3C44BOX 中文手册 S3C44BOX 中文数据手册(S3C44BOX Chinese Chinese data manual manual S3C44BOX)

perform3D混凝土资料，对于学习混凝土结构的建模有很大的帮助(perform3D concrete assistant, a great help for learning the modeling of concrete structures)

北斗一代通信协议，用于北斗通信程序编写的参考资料，希望对大家有用(Beidou generation communication protocol, Compass Resources for communication programs written .HOPE it s good use for you,)

NS2入門指導 有助于初学者了解NS2，真的对新手有所帮助(Getting Started guide will help beginners understand the NS2, really help the novice)

学习用Unity3D开发的基础文档，内含各种API(This is a basic document for us to learn Unity3D development)

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.