公开文章项目文件
用于公开文章的文章代码，有问题可联系茶桁或关注公众号「坍缩的奇点」留言。
「茶桁的 AI 秘籍」系列文章不在本项目中，具体可参看：https://github.com/hivandu/AI_Cheats
除了「茶桁的 AI 秘籍」系列之外，其他系列文章以及零散文章代码均在当前仓库，本仓库创建于 2024 年 7 月 1 日，所以前期文章代码需要逐步收集转移。
| 文章 | 代码 | 说明 |
|---|---|---|
| 特征工程的力量 | feature_engineering.ipynb | 在非线性数据集上比较逻辑回归和 NN 分类器的性能 |
| 使用高斯混合模型识别餐厅热点 | gmm_restaurant.ipynb | 使用 GMM 识别加拿大多伦多的直观餐厅集群 |
| 可视化数据的分类能力 | pca_visualisation.ipynb | 使用 PCA 探索数据对类的分离程度 |
| 深度神经网络语言识别 | language_classification.ipynb | 使用 DNN 和字符 n-gram 对文本语言进行分类 |
| 太多项会毁了回归 | polynomial_regression_overfitting.ipynb | 多项式回归的过度拟合及其避免方法 |
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
