2017 年關於 Python 案例的 Top45 文章

知識 02-15

本文為雷鋒字幕組編譯的年度盤點系列，原標題Python Top 45 Articles for the Past Year (v.2018)，作者Mybridge。

翻譯 | 馬雪潔校對 | 凡江

自2017年1月至12月，我們比較了18000篇關於Python爬蟲的案例，並挑選其中最棒的45篇。

這是一份具有十分競爭力的榜單。根據機器學習所實踐的內容質量和各種人為因素（包括共享量和閱讀量）進行排名。

這份表單旨在讓人們生活更便捷，整理了最有用的20個關鍵話題，其中包括經驗豐富的程序員分享有關Python的課程。

推薦學習

A）用Python, Flask, Flask-RESTful, and Flask-SQLAlchemy 建立專業的 REST APIs[12602人推薦，4.6/5星]

B）程序化交易：用於金融分析和程序化交易的Python：學習 numpy , pandas , matplotlib , quantopian , finance[18,077 人推薦, 4.6/5 星]

1.演算法

互動式Python代碼所面臨的挑戰（演算法和數據分析）

https://goo.gl/kBVgg7

演算法：Python中數據結構和演算法的最小例子

https://github.com/keon/algorithms?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

演算法：學習所有主流Python演算法的有趣方法

http://pygorithm.readthedocs.io/en/latest/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

2.指南

wtfPython：一篇有趣、微妙且棘手的Python片段集

https://github.com/satwikkansal/wtfPython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

3.結構

愛麗絲夢遊 Python 工程仙境：關於如何從Python腳本到打包項目的綜合指南

http://veekaybee.github.io/2017/09/26/python-packaging/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

4.表單

表單理解教程

https://www.datacamp.com/community/tutorials/python-list-comprehension?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

5.類

用Dunder法豐富Python類

https://dbader.org/blog/python-dunder-methods?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

6.網頁抓取

使用Python進行網頁抓取：通過Scrapy，SQL，Matplotlib獲取網頁數據見解

http://www.scrapingauthority.com/python-scrapy-mysql-and-matplotlib-to-gain-web-data-insights/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

高級網頁抓取：繞過「403禁止」，驗證碼等等

http://sangaline.com/post/advanced-web-scraping-tutorial?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

掌握Python網頁抓取：獲取數據

https://hackernoon.com/mastering-python-web-scraping-get-your-data-back-e9a5cc653d88?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

7.自動操作

婚禮規模：如何使用 Twilio, Python 和谷歌自動化婚禮

https://www.twilio.com/blog/2017/04/wedding-at-scale-how-i-used-twilio-python-and-google-to-automate-my-wedding.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

如何使用Python來尋找媒體上有趣的人

https://medium.freecodecamp.org/how-i-used-python-to-find-interesting-people-on-medium-be9261b924b0?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

8.Bot

標記Reddit和臉書的投遞BOT者

https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

我的開放原創Instagram 的bot（用Python寫的）使我有了大約2500的粉絲，服務費為5美元

https://medium.freecodecamp.com/my-open-source-instagram-bot-got-me-2-500-real-followers-for-5-in-server-costs-e40491358340?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

9.電子表格

Python表格教程：絕對指導-Karlijn Willems

https://www.datacamp.com/community/tutorials/python-excel-tutorial?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

谷歌表格與Python

https://www.youtube.com/watch?v=vISRn5qFrkM

10.金融

金融上的Python：程序化交易

https://www.datacamp.com/community/tutorials/finance-python-trading?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

介紹並獲取股票價格數據 - 金融Python編程p.1 - Sentdex

https://www.youtube.com/watch?v=2BrpKpWwT2A

使用Python分析密碼幣市場

https://blog.patricktriest.com/analyzing-cryptocurrencies-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

11.區塊鏈

構建一個學習區塊鏈

https://hackernoon.com/learn-blockchains-by-building-one-117428612f46?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

建立最小的區塊鏈

https://medium.com/crypto-currently/lets-build-the-tiniest-blockchain-e70965a248b?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

12.視頻合成

用Python建立視頻合成

https://www.makeartwithpython.com/blog/video-synthesizer-in-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

13.性能

每秒用Python處理百萬個請求

https://medium.freecodecamp.com/million-requests-per-second-with-python-95c137af319?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

是的，Python很慢，但我不在乎

https://hackernoon.com/yes-python-is-slow-and-i-dont-care-13763980b5a1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的記憶：如何緩存函數結果 - Dan Bader

https://dbader.org/blog/python-memoization?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

14.Django

完整的Django 初學者指南 - 第1章

https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

使用Django構建REST API - 測試驅動的方法：第1章

https://scotch.io/tutorials/build-a-rest-api-with-django-a-test-driven-approach-part-1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

15.Flake

大Ol的規則表

https://lintlyci.github.io/Flake8Rules/?utm_campaign=read_more&utm_medium=blog&utm_source=mybridge

用Python和Flask開發RESTful API

https://auth0.com/blog/developing-restful-apis-with-python-and-flask/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

16.NumPy

從Python到Numpy

http://www.labri.fr/perso/nrougier/from-python-to-numpy/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

探索Python包中的每行長度

http://jakevdp.github.io/blog/2017/11/09/exploring-line-lengths-in-python-packages/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

17.NashPy

Nashpy -教程：建立並找到一個簡單遊戲的平衡點

http://nashpy.readthedocs.io/en/latest/tutorial/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

18.馬爾科夫過程

在Python中模擬滑槽和梯形圖

http://jakevdp.github.io/blog/2017/12/18/simulating-chutes-and-ladders/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

19.數據分析

使用Python來探索美國警務數據

https://blog.patricktriest.com/police-data-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

用Python分析1000多個希臘葡萄酒

https://tselai.com/greek-wines-analysis.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

如何在Python中生成538個圖形

https://www.dataquest.io/blog/making-538-plots/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

使用Apache Spark和Python 評判亞馬遜8000萬的娛樂產品

http://minimaxir.com/2017/01/amazon-spark/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的快速地理空間分析

https://matthewrocklin.com/blog//work/2017/09/21/accelerating-geopandas-1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

星球：從空間來理解亞馬遜，第一名獲獎者的採訪

http://blog.kaggle.com/2017/10/17/planet-understanding-the-amazon-from-space-1st-place-winners-interview/

20.入門

學習Python：零基礎入門

https://medium.freecodecamp.org/learning-python-from-zero-to-hero-120ea540b567?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

不尋常的Python練習表單

https://www.ynonperek.com/2017/09/21/python-exercises/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

API設計：思路優先，編程為後

https://cheesecakelabs.com/blog/api-design-think-first-code-later/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的機器學習簡便指南

https://medium.freecodecamp.org/the-hitchhikers-guide-to-machine-learning-algorithms-in-python-bfad66adb378?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more