論文及其餘自認爲有用資源收集

1. 線性代數react

http://pan.baidu.com/share/link?shareid=418117&uk=908463093web

2. 機率論編程

ml tutorials:http://homepages.inf.ed.ac.uk/rbf/IAPR/researchers/MLPAGES/mltut.htm網絡

機率基礎(機率簡介,貝葉斯分類器):http://www.autonlab.org/tutorials/prob18.pdfhtm

probability density function介紹(指望,方差,協方差) :http://www.autonlab.org/tutorials/pdf12.pdfget

高斯分佈(正態分佈):http://www.autonlab.org/tutorials/gaussian14.pdf數學

Applied Mathematics for Machine Learning(ml中經常使用數學知識)http://pan.baidu.com/share/link?shareid=459262&uk=908463093網絡編程

3. 網絡編程it

reactor模式:http://www.cs.tau.ac.il/~shanir/nir-pubs-web/Papers/OPODIS2006-BA.pdfio