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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.

Jboss_as_7_官方_配置手册高清pdf版(Jboss_as_7_ official definition pdf version _ Configuration Guide)

这是一篇介绍黑客社会工程学攻击的八种常用伎俩(This is a description of the eight kinds of hacker attacks on commonly used social engineering tactics)

新型多端柔性直流输电的控制方法，论文说的很细致，值得参考。(Flexible new multiterminal HVDC control method, the paper said, very detailed, good reference.)

卫星图像分析基础 包括可见光云图、红外云图、水汽云图(The basis of satellite image analysis)

华为工程师手册，在软硬件方面都有开发规范说明，是一份相当好的开发参考手册(Huawei engineers manual, in the development of both hardware and software specification, is a very good reference manual development)

python灰帽子入门，主要讲反汇编以及IDAPRO的插件编写(python for security for beginners)

美国著名黑客凯文出狱后的大作，本书介绍了各种入侵手法，和案例。（英文原著）(The United States after his release a well-known hacker Kevin s masterpiece, this book introduces all kinds of invasion of practices, and cases. (English original))

西门子S7300教学PPT,很适合入门学习之用(Siemens S7300 Teaching PPT, is suitable for entry-learning)

GSM Applications with Integrated GPS Receiver Siemens Cellular Engine XT65/XT75