{"id":13958953,"url":"https://github.com/flypythoncom/python","last_synced_at":"2025-05-14T14:08:28.156Z","repository":{"id":4557669,"uuid":"5698643","full_name":"flypythoncom/python","owner":"flypythoncom","description":"python is all you need !","archived":false,"fork":false,"pushed_at":"2024-06-25T16:25:45.000Z","size":14112,"stargazers_count":3719,"open_issues_count":6,"forks_count":1367,"subscribers_count":375,"default_branch":"master","last_synced_at":"2025-04-10T04:53:19.946Z","etag":null,"topics":["gpt","learning-python","python","python-book","python-course"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/flypythoncom.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":null,"patreon":"pxiaoer","open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2012-09-06T07:00:59.000Z","updated_at":"2025-04-09T16:30:57.000Z","dependencies_parsed_at":"2024-06-25T18:13:43.224Z","dependency_job_id":"f4322127-0b6c-4bb5-b408-920a1c314099","html_url":"https://github.com/flypythoncom/python","commit_stats":{"total_commits":62,"total_committers":9,"mean_commits":6.888888888888889,"dds":"0.16129032258064513","last_synced_commit":"0bd99fe6d759042b0b92f3cf53b3e82561be81e3"},"previous_names":["flypythoncom/python","xxg1413/python"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flypythoncom%2Fpython","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flypythoncom%2Fpython/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flypythoncom%2Fpython/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flypythoncom%2Fpython/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/flypythoncom","download_url":"https://codeload.github.com/flypythoncom/python/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254159800,"owners_count":22024564,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["gpt","learning-python","python","python-book","python-course"],"created_at":"2024-08-08T13:02:10.548Z","updated_at":"2025-05-14T14:08:28.133Z","avatar_url":"https://github.com/flypythoncom.png","language":null,"readme":"# FlyPython \n\n[python.flypython.com](https://python.flypython.com )\n\n\n## Python News\n\n- [python official](https://www.python.org/)\n- [medium](https://medium.com/tag/python)\n- reddit\n   - [python](https://www.reddit.com/r/Python/)\n   - [learn python](https://www.reddit.com/r/learnpython/)\n   - [python tips](https://www.reddit.com/r/pythontips/)\n   - [python coding](https://www.reddit.com/r/pythoncoding)\n\n\n\n## Python for LLM \n\n\n## Python Books\n\n#### Beginner\n- 《Python Crash Course: A Hands-On, Project-Based Introduction to Programming for begainners》\n   - ※※※※※\n   - [Amazon](https://www.amazon.com/Python-Crash-Course-Hands-Project-Based/dp/1593276036)\n   \n- 《STARTING OUT WITH PYTHON (4TH EDITION)》\n  - ※※※※※\n  - [Amazon](https://www.amazon.com/Starting-Out-Python-Tony-Gaddis/dp/0134444329)\n\n- 《Automate the Boring Stuff with Python: Practical Programming for Total Beginners 》\n  - ※※※※※\n  - [Amazon](https://www.amazon.com/Automate-Boring-Stuff-Python-Programming/dp/1593275994)\n\n- 《Python Cookbook: Recipes for Mastering Python 3 Paperback 》\n  - ※※※※※\n  - [Amazon](https://www.amazon.co.uk/Python-Cookbook-David-Beazley/dp/1449340377)\n\n\n\n   \n## Course\n\n\n#### Beginer\n - [Python for Everybody](https://www.coursera.org/specializations/python)\n - [Python 3 Programming](https://www.coursera.org/specializations/python-3-programming)\n\n\n\n## Data Science\n\n#### matplotlib\n- [AnatomyOfMatplotlib](https://github.com/matplotlib/AnatomyOfMatplotlib)\n\n\n## Github Top 45\n\n\u003cbr\u003e\n\n1. [Algorithm](#algorithm)\n1. [Guide](#guide)\n1. [Structure](#structure)\n1. [List](#list)\n1. [Class](#class)\n1. [Web Scraping](#web-scraping)\n1. [Automation](#automation)\n1. [Bot](#bot)\n1. [Spreasheet](#spreasheet)\n1. [Finance](#finance)\n1. [Blockchain](#blockchain)\n1. [Video Sythesizer](#video-sythesizer)\n1. [Performance](#performance)\n1. [Django](#django)\n1. [Flake](#flake)\n1. [NumPy](#numpy)\n1. [NashPy](#nashpy)\n1. [Markov Process](#markov-process)\n1. [Data Analysis](#data-analysis)\n1. [Get Started](#get-started)\n\n\u003cbr\u003e\n\n### Recommended Learning\n\nA) REST APIs: [Build professional REST APIs with Python, Flask, Flask-RESTful, and Flask-SQLAlchemy.](http://bit.ly/2nktytU) [12,602 recommends, 4.6/5 stars]\n\nB) Algorithmic Trading: [Python for Financial Analysis and Algorithmic Trading: Learn numpy , pandas , matplotlib , quantopian , finance.](http://bit.ly/2FfVW8G) [18,077 recommends, 4.6/5 stars]\n\n\u003cbr\u003e\n\n### Algorithm\n* [Interactive Python coding interview challenges (algorithms and data structures)](https://github.com/donnemartin/interactive-coding-challenges?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Algorithms: Minimal examples of data structures and algorithms in Python](https://github.com/keon/algorithms?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Pygorithm: A fun way to learn all major Python algorithms](http://pygorithm.readthedocs.io/en/latest?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Guide\n* [wtfPython: A collection of interesting, subtle, and tricky Python snippets](https://github.com/satwikkansal/wtfPython?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Structure\n* [Alice in Python projectland: A comprehensive guide for how to go from Python scripts to a packaged project.](http://veekaybee.github.io/2017/09/26/python-packaging?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### List\n* [Python List Comprehension Tutorial](http://www.datacamp.com/community/tutorials/python-list-comprehension?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Class\n* [Enriching Your Python Classes With Dunder (Magic, Special) Methods](https://dbader.org/blog/python-dunder-methods?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Web Scraping\n* [Web Scraping With Python: Scrapy, SQL, Matplotlib To Gain Web Data Insights](http://www.scrapingauthority.com/python-scrapy-mysql-and-matplotlib-to-gain-web-data-insights?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Advanced Web Scraping: Bypassing \"403 Forbidden,\" captchas, and more](http://sangaline.com/post/advanced-web-scraping-tutorial?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Mastering Python Web Scraping: Get Your Data Back](https://hackernoon.com/mastering-python-web-scraping-get-your-data-back-e9a5cc653d88?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Automation\n* [Wedding at Scale: How I Used Twilio, Python and Google to Automate My Wedding](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\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [How I used Python to find interesting people to follow on Medium](https://medium.freecodecamp.org/how-i-used-python-to-find-interesting-people-on-medium-be9261b924b0?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Bot\n* [Making a Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [My open source Instagram bot (written in Python) got me 2,500 real followers for $5 in server costs](https://medium.freecodecamp.com/my-open-source-instagram-bot-got-me-2-500-real-followers-for-5-in-server-costs-e40491358340?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Spreasheet\n* [Python Excel Tutorial: The Definitive Guide - Karlijn Willems](http://www.datacamp.com/community/tutorials/python-excel-tutorial?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Google Sheets and Python](https://www.youtube.com/watch?v=vISRn5qFrkM?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Finance\n* [Python For Finance: Algorithmic Trading](https://www.datacamp.com/community/tutorials/finance-python-trading?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Intro and Getting Stock Price Data - Python Programming for Finance p.1 - Sentdex](https://www.youtube.com/watch?v=2BrpKpWwT2A?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Analyzing Cryptocurrency Markets Using Python](https://blog.patricktriest.com/analyzing-cryptocurrencies-python?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Blockchain\n* [Learn Blockchains by Building One](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Let’s Build the Tiniest Blockchain](https://medium.com/crypto-currently/lets-build-the-tiniest-blockchain-e70965a248b?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Video Synthesizer\n* [Building a Video Synthesizer in Python](https://www.makeartwithpython.com/blog/video-synthesizer-in-python?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Performance\n* [A million requests per second with Python](https://medium.freecodecamp.com/million-requests-per-second-with-python-95c137af319?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Yes, Python is Slow, and I Don’t Care](https://hackernoon.com/yes-python-is-slow-and-i-dont-care-13763980b5a1?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Memoization in Python: How to Cache Function Results – Dan Bader](https://dbader.org/blog/python-memoization?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Django\n* [A Complete Beginner's Guide to Django - Part 1](https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Build a REST API with Django – A Test Driven Approach: Part 1](https://scotch.io/tutorials/build-a-rest-api-with-django-a-test-driven-approach-part-1?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Flake\n* [The Big Ol' List of Rules](https://lintlyci.github.io/Flake8Rules?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Developing RESTful APIs with Python and Flask](https://auth0.com/blog/developing-restful-apis-with-python-and-flask?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### NumPy\n* [From Python to Numpy](http://www.labri.fr/perso/nrougier/from-python-to-numpy/?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Exploring Line Lengths in Python Packages](http://jakevdp.github.io/blog/2017/11/09/exploring-line-lengths-in-python-packages?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### NashPy\n* [Nashpy - Tutorial: building and finding the equilibrium for a simple game](http://nashpy.readthedocs.io/en/latest/tutorial?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Markov Process\n* [Simulating Chutes \u0026 Ladders in Python](https://jakevdp.github.io/blog/2017/12/18/simulating-chutes-and-ladders?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Data Analysis\n* [Exploring United States Policing Data Using Python](https://blog.patricktriest.com/police-data-python?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Analyzing 1000+ Greek Wines With Python](https://tselai.com/greek-wines-analysis.html?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [How to Generate FiveThirtyEight Graphs in Python](https://www.dataquest.io/blog/making-538-plots?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Playing with 80 Million Amazon Product Review Ratings Using Apache Spark with Python](http://minimaxir.com/2017/01/amazon-spark?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Fast GeoSpatial Analysis in Python](https://matthewrocklin.com/blog//work/2017/09/21/accelerating-geopandas-1?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [Planet: Understanding the Amazon from Space, 1st Place Winner's Interview](http://blog.kaggle.com/2017/10/17/planet-understanding-the-amazon-from-space-1st-place-winners-interview?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n\u003cbr\u003e\n\n### Get Started\n* [Learning Python: From Zero to Hero](https://medium.freecodecamp.org/learning-python-from-zero-to-hero-120ea540b567?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [A List of Non Trivial Python Exercises](https://www.ynonperek.com/2017/09/21/python-exercises?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [API Design: Think First, Code Later](https://www.ckl.io/blog/api-design-think-first-code-later?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [The Hitchhiker’s Guide to Machine Learning in Python](https://medium.freecodecamp.org/the-hitchhikers-guide-to-machine-learning-algorithms-in-python-bfad66adb378?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [How to learn Python programming: 6 experienced Python developers share their learning tips](https://coolpythoncodes.com/best-way-learn-python-programming?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n* [ you can find out How Did Python Become A Data Science Powerhouse?](https://www.youtube.com/watch?v=9by46AAqz70?utm_source=mybridge\u0026utm_medium=email\u0026utm_campaign=read_more)\n\n","funding_links":["https://patreon.com/pxiaoer"],"categories":["Python 程序","CSS"],"sub_categories":["网络服务_其他"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflypythoncom%2Fpython","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fflypythoncom%2Fpython","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflypythoncom%2Fpython/lists"}