Core Components:
- Lexical Analyzer
- AST Parser
- Interpreter (use visitor pattern to traverse the AST)
- Symbol table
继续啃PRML
第八章:
Basic notation:
node –> random variable or group of random variables
link –> probabilistic relation ship
notation of random var and non-random var, observed and unobserved var
Conditional Independence:
three example: block means independent conditionally
1. tail-tail, observed(block), unobserved(unblock)
2. head-tail, observed(block), unobserved(unblock)
3. head-head, observed(unblock), unobserved(block)
继续PRML
第二章:
Binary Variables:
最近刚刚看完Ng的machine learning,想再加一点料,于是拿起PRML,开始啃。。。
第一章:
Polynomial Curve Fitting:
regression, error function, RMS(root-mean-square),overfitting