main.pdf is supplementary text for PRML(Pattern Recognition and Machine Learning) and give some answers for its exercises.
prml[2-9].pdf are obsolete.
- chapter 2 : elementary text for matrix and integral calculus and Gauss distribution.
- chapter 3 : Woodbury formula, symmetric matrix and KL divergence.
- chapter 4 : Jensen's inequality, Dirac delta function and the relation between logistic sigmoid function and inverse function of probit function.
- chapter 5 : neural network
- chapter 9 : EM algprithm
- chapter 10 : get L for mixing Guass distribution
How to create pdf
platex main.tex platex main.tex dvipdfmx main.dvi
CC BY 3.0(http://creativecommons.org/licenses/by/3.0/)
MITSUNARI Shigeo(herumi at nifty dot com)