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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | system-design-primer | 180899 | 32935 | Python | 160 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2022-05-18T15:10:49Z |
| 2 | Python | 136139 | 35580 | Python | 25 | All Algorithms implemented in Python | 2022-05-20T07:09:37Z |
| 3 | awesome-python | 127648 | 21213 | Python | 19 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-05-18T06:47:26Z |
| 4 | Python-100-Days | 119054 | 45621 | Python | 463 | Python - 100天从新手到大师 | 2022-04-24T01:41:14Z |
| 5 | youtube-dl | 110080 | 7770 | Python | 3867 | Command-line program to download videos from YouTube.com and other video sites | 2022-05-20T08:28:01Z |
| 6 | thefuck | 71039 | 3198 | Python | 198 | Magnificent app which corrects your previous console command. | 2022-05-19T21:39:56Z |
| 7 | transformers | 63444 | 14929 | Python | 382 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-05-20T11:37:24Z |
| 8 | keras | 55235 | 19097 | Python | 248 | Deep Learning for humans | 2022-05-20T08:16:48Z |
| 9 | ansible | 53190 | 21916 | Python | 796 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2022-05-20T08:44:57Z |
| 10 | scikit-learn | 50096 | 23011 | Python | 1574 | scikit-learn: machine learning in Python | 2022-05-20T11:36:49Z |
| 11 | face_recognition | 44263 | 12241 | Python | 654 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 12 | big-list-of-naughty-strings | 42377 | 2027 | Python | 55 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2022-05-10T18:59:45Z |
| 13 | faceswap | 41100 | 11685 | Python | 17 | Deepfakes Software For All | 2022-05-19T09:11:40Z |
| 14 | localstack | 40955 | 3063 | Python | 339 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-05-20T11:41:33Z |
| 15 | PayloadsAllTheThings | 37556 | 10201 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-05-19T10:29:02Z |
| 16 | openpilot | 34554 | 6322 | Python | 144 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2022-05-20T12:03:13Z |
| 17 | CppCoreGuidelines | 34060 | 4639 | Python | 186 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-05-19T21:05:04Z |
| 18 | pandas | 33946 | 14453 | Python | 3439 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-05-20T11:02:17Z |
| 19 | shadowsocks | 33183 | 19355 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 20 | DeepFaceLab | 32645 | 7448 | Python | 418 | DeepFaceLab is the leading software for creating deepfakes. | 2022-05-20T10:06:02Z |
| 21 | sherlock | 31507 | 3641 | Python | 82 | 🔎 Hunt down social media accounts by username across social networks | 2022-05-18T23:39:45Z |
| 22 | XX-Net | 31241 | 7805 | Python | 7796 | A proxy tool to bypass GFW. | 2022-05-08T09:39:56Z |
| 23 | bert | 31230 | 8700 | Python | 757 | TensorFlow code and pre-trained models for BERT | 2022-05-09T12:23:08Z |
| 24 | sentry | 30907 | 3458 | Python | 377 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-05-20T11:43:12Z |
| 25 | cheat.sh | 29145 | 1471 | Python | 85 | the only cheat sheet you need | 2022-05-03T07:06:29Z |
| 26 | python-cheatsheet | 29060 | 5310 | Python | 9 | Comprehensive Python Cheatsheet | 2022-05-20T08:12:32Z |
| 27 | certbot | 28922 | 3226 | Python | 523 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2022-05-17T10:43:49Z |
| 28 | jieba | 28574 | 6555 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 29 | gym | 27591 | 7804 | Python | 95 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-05-20T00:26:09Z |
| 30 | black | 27374 | 1745 | Python | 313 | The uncompromising Python code formatter | 2022-05-19T15:54:39Z |
| 31 | airflow | 25955 | 10563 | Python | 809 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-05-20T11:46:29Z |
| 32 | HanLP | 25953 | 7021 | Python | 3 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2022-05-08T20:32:49Z |
| 33 | yt-dlp | 25599 | 1938 | Python | 545 | A youtube-dl fork with additional features and fixes | 2022-05-20T10:17:32Z |
| 34 | interactive-coding-challenges | 25441 | 4120 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 35 | YouCompleteMe | 23971 | 2764 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 36 | pytorch-tutorial | 23751 | 7231 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 37 | sqlmap | 23500 | 4847 | Python | 47 | Automatic SQL injection and database takeover tool | 2022-05-20T00:05:58Z |
| 38 | pipenv | 22956 | 1742 | Python | 423 | Python Development Workflow for Humans. | 2022-05-17T07:58:30Z |
| 39 | python-fire | 22420 | 1303 | Python | 95 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-29T02:18:44Z |
| 40 | ItChat | 22189 | 5243 | Python | 234 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2021-03-31T05:56:33Z |
| 41 | streamlit | 19014 | 1720 | Python | 572 | Streamlit — The fastest way to build data apps in Python | 2022-05-20T09:16:40Z |
| 42 | locust | 18899 | 2448 | Python | 18 | Scalable user load testing tool written in Python | 2022-05-20T09:50:54Z |
| 43 | python-telegram-bot | 18558 | 4080 | Python | 25 | We have made you a wrapper you can't refuse | 2022-05-19T21:24:34Z |
| 44 | vnpy | 18456 | 7266 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2022-05-17T03:27:22Z |
| 45 | diagrams | 18393 | 1102 | Python | 203 | 🎨 Diagram as Code for prototyping cloud system architectures | 2022-05-12T23:19:04Z |
| 46 | copilot-docs | 17664 | 1920 | Python | 0 | Documentation for GitHub Copilot | 2022-05-09T04:13:29Z |
| 47 | magenta | 17613 | 3612 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2022-05-02T01:13:38Z |
| 48 | pytorch-CycleGAN-and-pix2pix | 17593 | 5315 | Python | 390 | Image-to-Image Translation in PyTorch | 2022-04-28T01:39:02Z |
| 49 | Awesome-Linux-Software | 17475 | 1773 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros. | 2022-05-20T11:20:15Z |
| 50 | labelImg | 17370 | 5411 | Python | 314 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-05-16T12:28:40Z |
| 51 | dash | 16499 | 1705 | Python | 578 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-05-18T19:05:47Z |
| 52 | professional-programming | 16265 | 1488 | Python | 0 | A collection of full-stack resources for programmers. | 2022-05-09T11:41:27Z |
| 53 | Gooey | 16163 | 873 | Python | 98 | Turn (almost) any Python command line program into a full GUI application with one line | 2022-05-18T10:08:35Z |
| 54 | sanic | 16116 | 1449 | Python | 42 | Next generation Python web server/framework | Build fast. Run fast. | 2022-05-19T08:44:47Z |
| 55 | saleor | 16018 | 4554 | Python | 208 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-05-20T11:48:14Z |
| 56 | zulip | 15790 | 5393 | Python | 1631 | Zulip server and web app—powerful open source team chat | 2022-05-20T07:29:22Z |
| 57 | matplotlib | 15500 | 6381 | Python | 1509 | matplotlib: plotting with Python | 2022-05-20T07:28:11Z |
| 58 | ipython | 15353 | 4339 | Python | 1471 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-05-16T01:35:05Z |
| 59 | PythonRobotics | 15315 | 4978 | Python | 9 | Python sample codes for robotics algorithms. | 2022-05-17T12:58:33Z |
| 60 | zipline | 15144 | 4399 | Python | 318 | Zipline, a Pythonic Algorithmic Trading Library | 2022-01-20T12:10:43Z |
| 61 | jumpserver | 18513 | 4611 | Python | 163 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2022-05-20T03:41:36Z |
| 62 | pytorch-image-models | 18585 | 3081 | Python | 50 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-05-18T15:05:49Z |
| 63 | pytorch-lightning | 18465 | 2356 | Python | 390 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2022-05-20T10:55:56Z |
| 64 | examples | 18397 | 8636 | Python | 138 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-05-10T20:36:31Z |
| 65 | hackingtool | 17565 | 2172 | Python | 64 | ALL IN ONE Hacking Tool For Hackers | 2022-05-17T05:31:00Z |
| 66 | jax | 17508 | 1625 | Python | 900 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-05-20T09:48:39Z |
| 67 | Awesome-Linux-Software | 17475 | 1773 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros. | 2022-05-20T11:20:15Z |
| 68 | labelImg | 17370 | 5411 | Python | 314 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-05-16T12:28:40Z |
| 69 | fairseq | 16995 | 4472 | Python | 538 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-05-19T13:34:20Z |
| 70 | dash | 16499 | 1705 | Python | 578 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-05-18T19:05:47Z |
| 71 | bokeh | 16296 | 3934 | Python | 685 | Interactive Data Visualization in the browser, from Python | 2022-05-20T03:17:36Z |
| 72 | professional-programming | 16265 | 1488 | Python | 0 | A collection of full-stack resources for programmers. | 2022-05-09T11:41:27Z |
| 73 | sanic | 16116 | 1449 | Python | 42 | Next generation Python web server/framework | Build fast. Run fast. | 2022-05-19T08:44:47Z |
| 74 | 16079 | 2898 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 75 | nginx-proxy | 16015 | 2750 | Python | 403 | Automated nginx proxy for Docker containers using docker-gen | 2022-05-16T22:28:56Z |
| 76 | zulip | 15790 | 5393 | Python | 1631 | Zulip server and web app—powerful open source team chat | 2022-05-20T07:29:22Z |
| 77 | luigi | 15682 | 2334 | Python | 65 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. | 2022-05-12T12:19:33Z |
| 78 | pyspider | 15427 | 3650 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-01-20T23:09:31Z |
| 79 | gpt-2 | 15384 | 3927 | Python | 104 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-12-13T18:55:51Z |
| 80 | ipython | 15353 | 4339 | Python | 1471 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-05-16T01:35:05Z |
| 81 | explainshell | 10614 | 673 | Python | 127 | match command-line arguments to their help text | 2022-01-20T12:14:38Z |
| 82 | discord.py | 10604 | 3340 | Python | 50 | An API wrapper for Discord written in Python. | 2022-05-19T12:09:56Z |
| 83 | Bringing-Old-Photos-Back-to-Life | 10448 | 1311 | Python | 52 | Bringing Old Photo Back to Life (CVPR 2020 oral) | 2022-03-31T07:49:06Z |
| 84 | python-mini-projects | 10451 | 3077 | Python | 35 | A collection of simple python mini projects to enhance your python skills | 2022-05-20T11:04:06Z |
| 85 | mycli | 10341 | 626 | Python | 167 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2022-05-18T11:47:29Z |
| 86 | awesome-aws | 10352 | 1424 | Python | 5 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | 2022-05-17T01:11:51Z |
| 87 | clip-as-service | 10317 | 1934 | Python | 265 | Embed images and sentences into fixed-length vectors with CLIP | 2022-05-20T02:54:38Z |
| 88 | redis-py | 10308 | 2162 | Python | 117 | Redis Python Client | 2022-05-19T23:59:19Z |
| 89 | 30-Days-Of-Python | 10114 | 2412 | Python | 16 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. | 2022-05-19T16:57:28Z |
| 90 | PySimpleGUI | 10041 | 1510 | Python | 659 | Launched in 2018. It's 2022 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Examples for Machine Learning(OpenCV Integration, Chatterbot), Rainmeter-like Desktop Widgets, Matplotlib + Pyplot integration, add GUI to command line scripts, PDF & Image Viewer. For both beginning and advanced programmers. docs - PySimpleGUI.org GitHub - PySimpleGUI.com. The Minecraft of GUIs - simple to complex... does them all. | 2022-05-19T21:47:09Z |
| 91 | pydantic | 9957 | 938 | Python | 462 | Data parsing and validation using Python type hints | 2022-05-19T21:00:56Z |
| 92 | tutorials | 9974 | 5614 | Python | 11 | 机器学习相关教程 | 2020-12-22T22:02:58Z |
| 93 | frida | 9762 | 1107 | Python | 1034 | Clone this repo to build Frida | 2022-05-12T21:04:25Z |
| 94 | learn_python3_spider | 9749 | 2661 | Python | 18 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2022-05-20T06:55:50Z |
| 95 | dgl | 9612 | 2258 | Python | 174 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2022-05-20T07:23:19Z |
| 96 | tflearn | 9579 | 2429 | Python | 547 | Deep learning library featuring a higher-level API for TensorFlow. | 2021-01-25T09:41:59Z |
| 97 | best-of-ml-python | 9571 | 1449 | Python | 0 | 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. | 2022-05-19T19:49:09Z |
| 98 | faceai | 9558 | 2378 | Python | 32 | 一款入门级的人脸、视频、文字检测以及识别的项目. | 2020-04-16T12:16:19Z |
| 99 | termtosvg | 9411 | 420 | Python | 11 | Record terminal sessions as SVG animations | 2020-06-16T11:01:41Z |
| 100 | awesome-quant | 9429 | 1667 | Python | 3 | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 2022-05-12T18:14:41Z |