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03 / 笔记NOTES

还在做Still working on itStill working on it还在做

是笔记,不是文章。其中一些是完整的论证;大部分只是我不想再重推一遍的推导,或者我搞错了、后来不得不改掉的东西。

Notes rather than articles. Some of these are complete arguments; most are a derivation I wanted to stop redoing, or something I got wrong and had to fix.

笔记Notes
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数学 · 统计 · 编程 · 阅读Mathematics · Statistics · Programming · Reading
最新Newest
2026.10.05

04 / 04

2026.10.05

偏差–方差权衡,不是你能选的那件事The bias–variance trade-off is not a trade-off you get to make

The bias–variance trade-off is not a trade-off you get to make偏差–方差权衡,不是你能选的那件事

第三周就会学到的那个分解,以及其中没人提的一点:三项里有一项不归你管。

The decomposition everyone learns in week three, and the part of it that nobody mentions: one of the three terms is not yours to control.

统计Statistics2 分钟min read
  • statistics
  • model-selection
  • estimation
2026.09.21

割线引理,以及我为什么总在重推它The secant-slope lemma, and why I keep re-deriving it

The secant-slope lemma, and why I keep re-deriving it割线引理,以及我为什么总在重推它

一行凸性,三个有用的不等式。写在这里,好让我不用每次做优化论证时都从头搭一遍。

One line of convexity, three useful inequalities. Written down here so I stop rebuilding it from scratch at the start of every optimisation argument.

数学Mathematics2 分钟min read
  • analysis
  • convexity
  • optimization
2026.09.12

读书笔记:为什么测量误差总往同一个方向偏Reading notes: why measurements lie in the same direction

Reading notes: why measurements lie in the same direction读书笔记:为什么测量误差总往同一个方向偏

一本讲测量误差的书的笔记,以及其中一个改变了我做实验方式的观点。

Notes from a book about measurement error, and the one idea from it that changed how I set up experiments.

阅读Reading1 分钟min read
  • reading
  • measurement
  • methodology
2026.08.30

克制的画图方式,或者:一个我反复在用的 matplotlib 样式文件Plotting with restraint, or: a matplotlib style file I reuse

Plotting with restraint, or: a matplotlib style file I reuse克制的画图方式,或者:一个我反复在用的 matplotlib 样式文件

论文里的图大多比它们需要的更难看,而修法通常是删而不是加。这是我用的样式表。

Most figures in scientific papers are worse than they need to be, and the fix is usually deletion rather than decoration. Here is the style sheet I use.

编程Programming2 分钟min read
  • python
  • matplotlib
  • visualization