README.md
<a href="https://github.com/halfrost/Halfrost-Field/pulls"></a>
</p>世人都说阅读开源框架的源代码对于功力有显著的提升，所以我也尝试阅读开源框架的源代码，并对其内容进行详细地分析和理解。在这里将自己阅读开源框架源代码的心得记录下来，希望能对各位开发者有所帮助。我会不断更新这个仓库中的文章，如果想要关注可以点 star。
| Project | Version | Article |
|---|---|---|
| 机器学习 | Andrew Ng Stanford University | 目录 |
Week1 —— What is Machine Learning Week1 —— Linear Regression with One Variable (Gradient Descent) Week2 —— Multivariate Linear Regression Week2 —— Computing Parameters Analytically Week2 —— Octave Matlab Tutorial Week3 —— Logistic Regression Week3 —— Regularization Week4 —— Neural Networks Representation Week5 —— Neural Networks Learning Week5 —— Backpropagation in Practice Week6 —— Advice for Applying Machine Learning Week6 —— Machine Learning System Design Week7 —— Support Vector Machines Week8 —— Unsupervised Learning Week8 —— Dimensionality Reduction Week9 —— Anomaly Detection Week9 —— Recommender Systems Week10 —— Large Scale Machine Learning Week11 —— Application Example: Photo OCR|
| Project | Version | Article |
|---|---|---|
| JavaScript | ECMAScript 6 | JavaScript 新手的踩坑日记 |
| 从 JavaScript 作用域说开去 | ||
| 揭开 this & that 之迷 | ||
| JSConf China 2017 Day One — JavaScript Change The World | ||
| JSConf China 2017 Day Two — End And Beginning | ||
| Vue.js | 2.3.4 | Vue 全家桶 + Electron 开发的一个跨三端的应用 |
| 大话大前端时代(一) —— Vue 与 iOS 的组件化 | ||
| Ghost | 1.24.8 | Ghost 博客搭建日记 |
| Ghost 博客升级指南 | ||
| Ghost 博客炫技"新"玩法 | ||
| 博客跑分优化 |
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| Project | Version | Article |
|---|---|---|
| 开篇 | 开篇 | |
| 2017 | 【星霜荏苒】 - 程序员如何在技术浪潮的更迭中保持较高的成长速度 ？ | |
| 2018 | 【星霜荏苒】 - 如何看待软件开发 ？ | |
| 2019 | 【星霜荏苒】 - 不甘当学渣，努力作学霸，最终是学民 | |
| 2020 | 【星霜荏苒】 - 下一个五年计划起航 ！ | |
| 2021 | 后疫情时代下美国留学 CS Master 申请纪实 |
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感谢Star！
<a rel="license" href="http://creativecommons.org/licenses/by/4.0/"></a> 本<span xmlns:dct="http://purl.org/dc/terms/" href="http://purl.org/dc/dcmitype/Text" rel="dct:type">作品</span>由 <a xmlns:cc="http://creativecommons.org/ns#" href="https://github.com/halfrost/Halfrost-Field" property="cc:attributionName" rel="cc:attributionURL">halfrost</a> 创作，采用<a rel="license" href="http://creativecommons.org/licenses/by/4.0/">知识共享署名 4.0 国际许可协议</a>进行许可。