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