Hypothesis Space / Underfitting / Overfitting / Bias / Variance
Hypothesis Space
最新文章
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。
Python: Yes, you can unpack a generator!
def square_and_cube(x): yield x**2 yield x**3
Python: Generator Expressions / joblib.Parallel
其实 Digest of Fluent Python 里有讲，只是我实在是太不习惯它的用法了：