G. Polya’s generalized problem solving approach
Quote from How To Solve by George Polya.
最新文章
RBF (Radial Basis Function) Kernel
知道了 Radial basis function 和 kernel function 之后，Radial basis function kernel 就好理解了：它是一个 kernel function，然后属于 radial basis function 大类。
Hypothesis Space / Underfitting / Overfitting / Bias / Variance
Hypothesis Space
Kernel in Linear Algebra / Quotient space / Isomorphism / Inner Product Space / Hyperplane / SVM / Kernel Function / Normed Vector Space / Metric Space
Kernel in Linear Algebra: Part 1
R: implicit return values / return value of an assignment
The last expression evaluated in a function becomes the return value.
Expectation Maximization Algorithm Intuition
之前写过一篇 Expectation-Maximization Algorithm，但是太细碎了，没有抓住核心。
Gradient and Directional Derivative
Original post is The Gradient and Directional Derivative from Mathematics School, Oregon State University. Here I thank the author(s) sincerely.
Generative Models
参考自 Introduction to Semi-Supervised Learning。