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title: joyful-pandas 仓库 | ||
date: 2024-04-06T00:52:55+08:00 | ||
draft: true | ||
author: JackyLee | ||
tags: [] | ||
categories: ["Github", "教程"] | ||
comment: true | ||
--- | ||
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最近准备复现一些实验,每次都要重新学 Pandas 的一些语法,刚好看到了这个仓库 | ||
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[仓库地址](https://github.com/datawhalechina/joyful-pandas) | ||
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## 仓库介绍 | ||
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作者是 [Datawhale](https://github.com/datawhalechina),一个专注于数据科学与 AI 领域的开源组织(有 100+ 个仓库,厉害! | ||
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2020.1.20 建立仓库,初始化 README.md | ||
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```markdown | ||
# Joyful-Pandas | ||
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A Complete Guide for Pandas Learners | ||
``` | ||
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5 年期间不断更新,最近一次是在 2024.10.17,更新了英文的介绍 | ||
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## 代码方面 | ||
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代码写的非常优雅,不过因为我的 Pandas 版本比较高,所以部分函数失效,比如 `DataFrame` 的 `mad` 函数,在 `pandas` 的 `2.0` 版本之后就废弃了 | ||
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或者说使用 `any(1)` 或者 `all(1)` 时,新版的 Pandas 需要显示地指定形参名,所以建议改为 `any(axis=1)` 和 `all(axis=1)` | ||
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然后就是格式化稍微有点问题(不影响代码运行) | ||
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## 评价 | ||
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总体来说是个非常好的教程仓库 | ||
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## 参考 | ||
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[datawhalechina/joyful-pandas: pandas 中文教程](https://github.com/datawhalechina/joyful-pandas) |