1、论文《“无师自通”机器学习方法的核心算法分析》
2、Convex Optimization Overview Zico Kolter (updated by Honglak Lee) October 17, 2008
3、Convex Optimization 凸优化
4、ASM、AAM、SDM,人脸特征点提取
5、酷壳
6、可查看文件夹大小及按文件夹大小排序工具Quick View Folder Size
7、京东笔试题:如果铁道部门聘请你来重新设计火车票订票网站的架构,解决高峰期服务不可用的问题,你有什么好主意?
8、在线的3D试衣间
9、Generating face images under multiple illuminations based on a single front-lighted sample without 3D models
http://www.newsmth.net/nForum/#!article/WorkLife/346254?p=1
http://www.newsmth.net/nForum/#!article/WorkLife/548235
http://www.newsmth.net/nForum/#!article/WorkLife/548525
10、R语言入门手册:http://www.math.pku.edu.cn/teachers/lidf/
11、深度学习:http://blog.csdn.net/zouxy09/article/details/8775518
12、这里有个DeepLearnToolbox:
https://github.com/rasmusbergpalm/DeepLearnToolbox
里面有RBM的Matlab代码。如果要用实值输入的话,就需要用到高斯。具体的话可以参考下这篇论文:
A practical guide to training restricted Boltzmann machines
的第14页,更多的参考资料就需要自己去找了
13、《游戏编程中的人工智能技术》全书下载网页地址;
http://ishare.iask.sina.com.cn/f/9927926.html
书上有错,勘误表(未完)则在:
http://blog.csdn.net/zzwu/article/details/8762024
14、stanford 机器学习:http://see.stanford.edu/see/materials/aimlcs229/assignments.aspx
15、深度学习URL
1 http://www.cs.toronto.edu/~hinton/ Deep Learning创始人Hinton教授的个人主页,上面有很多Deep Learning相关的paper和code
2http://deeplearning.net/ 研究Deep Learning方面的顶级网站,上面有很多Deep Learning相关的paper,code和会议资讯等
16、http://www.geforce.com/noie6 cuda支持的显卡
17、《神经网络设计》 on intelligence
18、https://github.com/rasmusbergpalm/DeepLearnToolbox
19、CNN face recognition paper:
Accelerating CSRN based face recognition on an NVIDIA GPGPU
Humanface recognitionusing fuzzy multilayer perceptron
The cellular simultaneous recurrent network adaptive critic design for the generalized maze problem has a simple closed-form solution
Pose invariant face recognition using Cellular Simultaneous Recurrent Networks
Large-scale pose-invariant face recognition using cellular simultaneous recurrent network.
Efficient Learning in Cellular Simultaneous Recurrent Neural Networks - The Case of Maze Navigation Problem
20、人脸识别
http://lear.inrialpes.fr/pubs/2007/TT07/Tan-amfg07a.pdf
http://lear.inrialpes.fr/
21、人脸检测
肖柏旭.基于卷积网络的人脸检测的研究与实现[学位论文].北京:华北电力大学, 2009.
增长式卷积神经网络及其在人脸检测中的应用,【系统仿真学报】
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection
http://groups.inf.ed.ac.uk/calvin/fan-large/
http://vipl.ict.ac.cn/resources/codes
http://www.face-rec.org/
22、杭州租房
淘宝城上班的,可以考虑下文一西路到底,同城印象,西城时代家园,小城之春这几个小区住。整租一套大概1600~1800,90个平方左右的。
23、爬虫 http://docs.python-requests.org/en/latest/
24、Tiny_CNN 安装环境搭建
codeblocks-13.12mingw-setup.exe
pycharm-community-3.0.2.exe
python-2.7.6.msi
boost_1_55_0
25、梯度法总结
METHODS_FOR_NON-LINEAR_LEAST_SQUARES_PROBLEMS.pdf
26、jpg图像压缩软件
光影魔术手
27、requests
https://pypi.python.org/pypi/requests/2.2.1
28、Deep Learning 介绍
http://www.cnblogs.com/JackOne/archive/2013/02/19/DeepLearning-FirstBoold.html
29、机器学习工具及源码
theano、convnet
30、利用python的theano库刷kaggle mnist排行榜
http://wiki.swarma.net/index.php?title=%E5%88%A9%E7%94%A8python%E7%9A%84theano%E5%BA%93%E5%88%B7kaggle_mnist%E6%8E%92%E8%A1%8C%E6%A6%9C&variant=zh-cn
31、How to compile cuda-convnet using Visual Studio 2012 http://vision.group.shef.ac.uk/wordpress/?p=1
Install and Run cuda-convnet on Windows OS with VS2010 http://personal.ie.cuhk.edu.hk/~xy012/others/install_cudaconvnet.html
32、Visio/PowerPoint制作学术Poster的小技巧
http://personal.ie.cuhk.edu.hk/~xy012/blog/archives/278
33、http://personal.ie.cuhk.edu.hk/~xy012/blog/archives/category/vision
34、深度学习三篇崛起文章 Introduction to Deep Learning Algorithms
http://www.iro.umontreal.ca/~pift6266/H10/notes/deepintro.html
35、Word 大写转小写 Shift+F3