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Yihui Yang's Projects

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

hands-on-ml-zh icon hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】

interesting-python icon interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

interpy-zh icon interpy-zh

📘《Python进阶》(Intermediate Python 中文版)

kaggle icon kaggle

Kaggle 项目实战(教程) = 文档 + 代码 + 视频(欢迎参与)

kaggle-bike-sharing-demand icon kaggle-bike-sharing-demand

simple solution based on Gradient Boost and Random Forest, rank 24/3251 (top 1%) within 60 lines of python code

lstm icon lstm

using LSTM to predict the temperature in the future

pandas-tutorial icon pandas-tutorial

适合初级到中级晋升者,有了体系之后就看熟练度了。

python icon python

All Algorithms implemented in Python

python-small-examples icon python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch,一切都是简单易懂的小例子。

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