python开源项目排行榜 (10-19)

#python开源项目排行榜 (10-19)


11. keras-team/keras ♥️ 44.8k

Deep Learning for humans

12. django/django ♥️ 44.7k

The Web framework for perfectionists with deadlines.

13. jakubroztocil/httpie ♥️ 43.5k

As easy as HTTPie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuiti…

14. psf/requests ♥️ 40.6k

A simple, yet elegant HTTP library.

15. ansible/ansible ♥️ 39.8k

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid…

16. scikit-learn/scikit-learn ♥️ 37.6k

scikit-learn: machine learning in Python

17. aymericdamien/TensorFlow-Examples ♥️ 34.8k

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

18. scrapy/scrapy ♥️ 34.8k

Scrapy, a fast high-level web crawling & scraping framework for Python.

19. pytorch/pytorch ♥️ 32.9k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

20. blueimp/jQuery-File-Upload ♥️ 30.3k

File Upload widget with multiple file selection, drag&drop support, progress bar, validation and preview images, audi…

21. ageitgey/face_recognition ♥️ 29k

The world’s simplest facial recognition api for Python and the command line

22. home-assistant/home-assistant ♥️ 27.5k

🏡 Open source home automation that puts local control and privacy first

23. imhuay/Algorithm_Interview_Notes-Chinese ♥️ 27.4k

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

24. python/cpython ♥️ 27.2k

The Python programming language

25. Avik-Jain/100-Days-Of-ML-Code ♥️ 26.8k

100 Days of ML Coding

26. certbot/certbot ♥️ 25.8k

Certbot is EFF’s tool to obtain certs from Let’s Encrypt and (optionally) auto-enable HTTPS on your server. It can al…

27. tuvtran/project-based-learning ♥️ 25.6k

Curated list of project-based tutorials

28. apache/spark ♥️ 23.9k

Apache Spark

29. grpc/grpc ♥️ 23.6k

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

30. faif/python-patterns ♥️ 22.4k

A collection of design patterns/idioms in Python

31. pandas-dev/pandas ♥️ 21.9k

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R…

32. azl397985856/leetcode ♥️ 20.8k

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

33. jakevdp/PythonDataScienceHandbook ♥️ 20.4k

Python Data Science Handbook: full text in Jupyter Notebooks

34. apachecn/AiLearning ♥️ 20.2k

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

35. serhii-londar/open-source-mac-os-apps ♥️ 20.2k

🚀 Awesome list of open source applications for macOS.

36. CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers ♥️ 19.4k

aka “Bayesian Methods for Hackers”: An introduction to Bayesian methods + probabilistic programming with a computatio…

37. realpython/python-guide ♥️ 19.3k

Python best practices guidebook, written for humans.

38. pypa/pipenv ♥️ 18.6k

Python Development Workflow for Humans.

39. tornadoweb/tornado ♥️ 18.4k

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

40. donnemartin/interactive-coding-challenges ♥️ 18.3k

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

41. apache/incubator-mxnet ♥️ 17.9k

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler;…

42. docker/compose ♥️ 17.6k

Define and run multi-container applications with Docker

43. dmlc/xgboost ♥️ 17.5k

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and…

44. ageron/handson-ml ♥️ 17.3k

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python …

45. ryanoasis/nerd-fonts ♥️ 17.2k

Iconic font aggregator, collection, & patcher. 3,600+ icons, 40+ patched fonts: Hack, Source Code Pro, more. Glyph co…

46. donnemartin/data-science-ipython-notebooks ♥️ 17.2k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…

47. pyenv/pyenv ♥️ 16.9k

Simple Python version management

48. jobbole/awesome-python-cn ♥️ 16.8k


49. mitmproxy/mitmproxy ♥️ 16.6k

An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

50. microsoft/CNTK ♥️ 16.5k

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

51. keon/algorithms ♥️ 16.1k

Minimal examples of data structures and algorithms in Python

52. 521xueweihan/HelloGitHub ♥️ 16.1k

Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目

53. satwikkansal/wtfpython ♥️ 16.1k

A collection of surprising Python snippets and lesser-known features.

54. fastai/fastai ♥️ 16k

The fastai deep learning library, plus lessons and tutorials

55. SeleniumHQ/selenium ♥️ 15.8k

A browser automation framework and ecosystem.

56. encode/django-rest-framework ♥️ 15.6k

Web APIs for Django. 🎸

57. google/python-fire ♥️ 15.5k

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

58. odoo/odoo ♥️ 15.4k

Odoo. Open Source Apps To Grow Your Business.

59. sqlmapproject/sqlmap ♥️ 15.4k

Automatic SQL injection and database takeover tool

60. reddit-archive/reddit ♥️ 15.1k

historical code from

61. lukasz-madon/awesome-remote-job ♥️ 15.1k

A curated list of awesome remote jobs and resources. Inspired by

62. explosion/spaCy ♥️ 14.9k

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

63. HelloZeroNet/ZeroNet ♥️ 14.7k

ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network

64. geekcomputers/Python ♥️ 14.4k

My Python Examples

65. nicolargo/glances ♥️ 14.3k

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

66. MLEveryday/100-Days-Of-ML-Code ♥️ 14.3k


67. 3b1b/manim ♥️ 14.2k

Animation engine for explanatory math videos

68. d2l-ai/d2l-zh ♥️ 14.1k


69. getredash/redash ♥️ 14k

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

70. wangshub/wechat_jump_game ♥️ 13.9k

微信《跳一跳》Python 辅助

71. ipython/ipython ♥️ 13.8k

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, docu…

72. StevenBlack/hosts ♥️ 13.8k

Extending and consolidating hosts files from several well-curated sources like,, malwaredomainlis…

73. binux/pyspider ♥️ 13.7k

A Powerful Spider(Web Crawler) System in Python.

74. celery/celery ♥️ 13.6k

Distributed Task Queue (development branch)

75. machinelearningmindset/TensorFlow-Course ♥️ 13.6k

Simple and ready-to-use tutorials for TensorFlow

76. fighting41love/funNLP ♥️ 13.5k

字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)…

77. google/flatbuffers ♥️ 13.1k

FlatBuffers: Memory Efficient Serialization Library

78. trekhleb/homemade-machine-learning ♥️ 13.1k

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

79. psf/black ♥️ 13k

The uncompromising Python code formatter

80. huge-success/sanic ♥️ 12.9k

Async Python 3.6+ web server/framework Build fast. Run fast.

81. dennybritz/reinforcement-learning ♥️ 12.9k

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accom…

82. cool-RR/PySnooper ♥️ 12.8k

Never use print for debugging again

83. norvig/pytudes ♥️ 12.6k

Python programs to practice or demonstrate skills.

84. ccxt/ccxt ♥️ 12.4k

A JavaScript / Python / PHP cryptocurrency trading API with support for more than 120 bitcoin/altcoin exchanges

85. spotify/luigi ♥️ 12.3k

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, work…

86. numpy/numpy ♥️ 12k

The fundamental package for scientific computing with Python.

87. tqdm/tqdm ♥️ 12k

A Fast, Extensible Progress Bar for Python and CLI

88. virgili0/Virgilio ♥️ 11.8k

Your new Mentor for Data Science E-Learning.

89. bokeh/bokeh ♥️ 11.8k

Interactive Data Visualization in the browser, from Python

90. fabric/fabric ♥️ 11.8k

Simple, Pythonic remote execution and deployment.

91. dianping/cat ♥️ 11.7k

CAT 作为服务端项目基础组件,提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端,已经在美团点评的基础架构中间件框架(MVC框架,RPC框架,数据库框架,缓存框架等,消息队列,配置系统等)深度集…

92. eclipse/deeplearning4j ♥️ 11.2k

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

93. locustio/locust ♥️ 11.1k

Scalable user load testing tool written in Python

94. taizilongxu/interview_python ♥️ 11k


95. powerline/powerline ♥️ 10.8k

Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, includ…

96. facert/awesome-spider ♥️ 10.7k


97. oracle/graal ♥️ 10.6k

GraalVM: Run Programs Faster Anywhere 🚀

98. jumpserver/jumpserver ♥️ 10.6k

Jumpserver是全球首款完全开源的堡垒机,是符合 4A 的专业运维审计系统。

99. zulip/zulip ♥️ 10.5k

Zulip server - powerful open source team chat

100. cookiecutter/cookiecutter ♥️ 10.4k

A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQ…