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MLEveryday / Machine-Learning-Cheatsheets

机器学习备忘录
MIT License
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扩展 #5

Open zhyongquan opened 6 years ago

zhyongquan commented 6 years ago

除了cs229课程外，我想再扩展一下这个项目，收录一些其他的备忘录，比如：https://github.com/kailashahirwar/cheatsheets-ai 是否可以？

zhyongquan commented 6 years ago

这里还有一些不同的 https://www.datacamp.com/community/data-science-cheatsheets

dagege1993 commented 6 years ago

《Importing Data: Python Cheat Sheet》

zhyongquan commented 6 years ago

基本要求：英文描述翻译成中文，确认代码运行通过，写成markdown格式，后续再考虑排版等问题。 我先完成一个模板，供大家参考。想参与的在此处回复标题。

zhyongquan commented 6 years ago

也可以根据需求，写成ipynb格式。我来完成《NumPy Cheat Sheet: Data Analysis in Python》

zhyongquan commented 6 years ago

任务见下表

备忘录 翻译
Importing Data: Python Cheat Sheet @dagege1993
Jupyter Notebook Cheat Sheet
Keras Cheat Sheet: Neural Networks in Python
Matplotlib Cheat Sheet: Plotting in Python @zhyongquan
NumPy Cheat Sheet: Data Analysis in Python @zhyongquan
Pandas Cheat Sheet: Data Wrangling in Python
Pandas Cheat Sheet for Data Science in Python @lemonxug
PySpark Cheat Sheet: Spark DataFrames in Python @McRays
PySpark Cheat Sheet: Spark in Python @McRays
Python Data Visualization: Bokeh Cheat Sheet
Python For Data Science Cheat Sheet For Beginners @liuyanchen1994
Python Seaborn: Statistical Data Visualization
Scikit-Learn Cheat Sheet: Python Machine Learning @initsysctrl
SciPy Cheat Sheet: Linear Algebra in Python
Tidyverse Cheat Sheet For Beginners
The data.table R Package Cheat Sheet
xts Cheat Sheet: Time Series in R
lemonxug commented 6 years ago

《Importing Data: Python Cheat Sheet》

zhyongquan commented 6 years ago

@lemonxug 已经被领走了,,你换一个吧，你没看上面表格吗?

McRays commented 6 years ago

《PySpark Cheat Sheet: Spark DataFrames in Python》

lemonxug commented 6 years ago

《Pandas Cheat Sheet for Data Science in Python》

ghost commented 6 years ago

《Scikit-Learn Cheat Sheet: Python Machine Learning》

liuyanchen1994 commented 6 years ago

《Python For Data Science Cheat Sheet For Beginners》

McRays commented 6 years ago

《PySpark Cheat Sheet: Spark in Python》

zhyongquan commented 5 years ago

各位，借这个机会，阅读下《Python数据科学手册》，github项目：https://github.com/jakevdp/PythonDataScienceHandbook

dagege1993 commented 5 years ago

咱翻译这个,代理里的数据去哪儿下载啊,有些参数的含义没它的数据真不好猜他的功能

dagege1993 commented 5 years ago

代码差不多写完了,我打算写markdown,有markdown模板吗

zhyongquan commented 5 years ago

我已经提交了numpy的，你看看

zhyongquan commented 5 years ago

https://github.com/jaystone776/python-data-science-cheatsheet 找到已经被别人翻译过了，大家有兴趣可以继续学习，不强制翻译了。