[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [awesome-python](https://github.com/vinta/awesome-python) | 161711 | 22777 | Python | 15 | A curated list of awesome Python frameworks, libraries, software and resources | 2023-04-02T20:56:16Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 119184 | 8826 | Python | 3826 | Command-line program to download videos from YouTube.com and other video sites | 2023-04-02T12:20:07Z |
| 3 | [django](https://github.com/django/django) | 69616 | 28959 | Python | 0 | The Web framework for perfectionists with deadlines. | 2023-04-03T01:55:55Z |
| 4 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 66892 | 8822 | Python | 88 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2023-03-29T06:35:29Z |
| 5 | [flask](https://github.com/pallets/flask) | 62430 | 15540 | Python | 3 | The Python micro framework for building web applications. | 2023-04-01T16:57:12Z |
| 6 | [keras](https://github.com/keras-team/keras) | 57783 | 19311 | Python | 283 | Deep Learning for humans | 2023-04-02T02:24:52Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 56882 | 23208 | Python | 647 | 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. | 2023-04-02T20:26:15Z |
| 8 | [requests](https://github.com/psf/requests) | 49314 | 9027 | Python | 205 | A simple, yet elegant, HTTP library. | 2023-04-01T10:23:00Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44707 | 2124 | Python | 61 | 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. | 2023-03-07T19:24:44Z |
| 10 | [rich](https://github.com/Textualize/rich) | 42752 | 1539 | Python | 86 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-03-30T14:48:03Z |
| 11 | [openpilot](https://github.com/commaai/openpilot) | 39041 | 7146 | Python | 227 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models. | 2023-04-03T02:25:17Z |
| 12 | [pandas](https://github.com/pandas-dev/pandas) | 37479 | 15996 | Python | 3449 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-04-03T02:49:26Z |
| 13 | [ailearning](https://github.com/apachecn/ailearning) | 35024 | 11051 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-02-17T18:00:41Z |
| 14 | [sentry](https://github.com/getsentry/sentry) | 33824 | 3756 | Python | 839 | Developer-first error tracking and performance monitoring | 2023-04-03T02:49:45Z |
| 15 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 32510 | 2546 | Python | 57 | What the f*ck Python? 😱 | 2023-02-26T06:44:52Z |
| 16 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 32197 | 5889 | Python | 7 | Comprehensive Python Cheatsheet | 2023-04-02T14:57:40Z |
| 17 | [black](https://github.com/psf/black) | 31893 | 2047 | Python | 367 | The uncompromising Python code formatter | 2023-04-02T22:44:43Z |
| 18 | [certbot](https://github.com/certbot/certbot) | 29789 | 3349 | Python | 471 | 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. | 2023-04-02T09:53:56Z |
| 19 | [airflow](https://github.com/apache/airflow) | 29665 | 12148 | Python | 719 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2023-04-03T02:55:55Z |
| 20 | [linux-insides](https://github.com/0xAX/linux-insides) | 27986 | 3186 | Python | 25 | A little bit about a linux kernel | 2023-02-28T05:33:28Z |
| 21 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 27713 | 4334 | Python | 197 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2023-03-30T13:52:43Z |
| 22 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 26584 | 5220 | Python | 53 | Automatic SQL injection and database takeover tool | 2023-03-31T20:18:19Z |
| 23 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24698 | 2802 | Python | 10 | A code-completion engine for Vim | 2023-03-27T16:02:04Z |
| 24 | [python-fire](https://github.com/google/python-fire) | 24292 | 1372 | Python | 109 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-03-31T20:12:46Z |
| 25 | [pipenv](https://github.com/pypa/pipenv) | 23731 | 1827 | Python | 187 |  Python Development Workflow for Humans. | 2023-03-31T05:15:33Z |
| 26 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 23566 | 8517 | Python | 495 | OpenMMLab Detection Toolbox and Benchmark | 2023-04-03T02:23:03Z |
| 27 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 23329 | 3373 | Python | 29 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-03-29T19:01:46Z |
| 28 | [numpy](https://github.com/numpy/numpy) | 23069 | 7946 | Python | 1982 | The fundamental package for scientific computing with Python. | 2023-04-02T23:12:37Z |
| 29 | [jax](https://github.com/google/jax) | 22422 | 2107 | Python | 1089 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-04-02T21:42:41Z |
| 30 | [spleeter](https://github.com/deezer/spleeter) | 22077 | 2417 | Python | 168 | Deezer source separation library including pretrained models. | 2023-02-20T00:23:32Z |
| 31 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 21490 | 4682 | Python | 14 | We have made you a wrapper you can't refuse | 2023-04-02T20:29:17Z |
| 32 | [fairseq](https://github.com/facebookresearch/fairseq) | 21472 | 5343 | Python | 844 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-03-29T04:44:44Z |
| 33 | [wttr.in](https://github.com/chubin/wttr.in) | 21185 | 980 | Python | 234 | :partly_sunny: The right way to check the weather | 2023-03-30T12:00:39Z |
| 34 | [freqtrade](https://github.com/freqtrade/freqtrade) | 21185 | 4584 | Python | 40 | Free, open source crypto trading bot | 2023-04-02T13:27:54Z |
| 35 | [locust](https://github.com/locustio/locust) | 21015 | 2661 | Python | 12 | Write scalable load tests in plain Python 🚗💨 | 2023-04-02T23:57:15Z |
| 36 | [vnpy](https://github.com/vnpy/vnpy) | 20479 | 7792 | Python | 16 | 基于Python的开源量化交易平台开发框架 | 2023-03-30T14:27:03Z |
| 37 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 19563 | 5775 | Python | 464 | Image-to-Image Translation in PyTorch | 2023-03-14T20:28:49Z |
| 38 | [labelImg](https://github.com/heartexlabs/labelImg) | 19486 | 5812 | Python | 372 | LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data. | 2023-02-27T08:16:36Z |
| 39 | [langchain](https://github.com/hwchase17/langchain) | 19351 | 1741 | Python | 469 | ⚡ Building applications with LLMs through composability ⚡ | 2023-04-03T01:55:59Z |
| 40 | [textual](https://github.com/Textualize/textual) | 18627 | 538 | Python | 79 | Textual is a Rapid Application Development framework for Python.  Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser! | 2023-04-02T17:29:56Z |
| 41 | [magenta](https://github.com/magenta/magenta) | 18333 | 3719 | Python | 332 | Magenta: Music and Art Generation with Machine Intelligence | 2023-01-18T21:45:23Z |
| 42 | [jina](https://github.com/jina-ai/jina) | 17971 | 2086 | Python | 24 | 🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native | 2023-04-02T23:40:01Z |
| 43 | [zulip](https://github.com/zulip/zulip) | 17530 | 6183 | Python | 1774 | Zulip server and web application. Open-source team chat that helps teams stay productive and focused. | 2023-04-03T01:48:27Z |
| 44 | [EasyOCR](https://github.com/JaidedAI/EasyOCR) | 17479 | 2523 | Python | 184 | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 2023-03-29T05:31:00Z |
| 45 | [matplotlib](https://github.com/matplotlib/matplotlib) | 17137 | 6810 | Python | 1473 | matplotlib: plotting with Python | 2023-04-02T17:39:04Z |
| 46 | [nanoGPT](https://github.com/karpathy/nanoGPT) | 16775 | 1835 | Python | 101 | The simplest, fastest repository for training/finetuning medium-sized GPTs. | 2023-03-28T16:48:00Z |
| 47 | [mkdocs](https://github.com/mkdocs/mkdocs) | 16161 | 2215 | Python | 126 | Project documentation with Markdown. | 2023-03-31T13:10:39Z |
| 48 | [zipline](https://github.com/quantopian/zipline) | 15957 | 4554 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 49 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15937 | 5746 | Python | 8 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2022-11-21T09:14:21Z |
| 50 | [ControlNet](https://github.com/lllyasviel/ControlNet) | 15883 | 1393 | Python | 171 | Let us control diffusion models! | 2023-03-28T15:35:19Z |
| 51 | [zipline](https://github.com/quantopian/zipline) | 15957 | 4554 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 52 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15937 | 5746 | Python | 8 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2022-11-21T09:14:21Z |
| 53 | [rasa](https://github.com/RasaHQ/rasa) | 15902 | 4283 | Python | 1 | 💬   Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2023-04-03T01:29:27Z |
| 54 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 15871 | 1796 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 55 | [pyspider](https://github.com/binux/pyspider) | 15794 | 3672 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-11-20T06:11:59Z |
| 56 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15779 | 939 | Python | 21 | Never use print for debugging again | 2023-01-03T13:15:29Z |
| 57 | [ipython](https://github.com/ipython/ipython) | 15758 | 4418 | Python | 1514 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-03-30T11:12:28Z |
| 58 | [prophet](https://github.com/facebook/prophet) | 15681 | 4392 | Python | 311 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-02T16:08:03Z |
| 59 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15671 | 568 | Python | 137 | get things from one computer to another, safely | 2023-01-17T07:26:10Z |
| 60 | [faker](https://github.com/joke2k/faker) | 15587 | 1748 | Python | 18 | Faker is a Python package that generates fake data for you. | 2023-04-02T14:47:21Z |
| 61 | [mypy](https://github.com/python/mypy) | 15101 | 2486 | Python | 2367 | Optional static typing for Python | 2023-04-02T22:29:33Z |
| 62 | [mindsdb](https://github.com/mindsdb/mindsdb) | 15014 | 1755 | Python | 424 | A low-code Machine Learning platform to help developers build #AI solutions | 2023-04-03T01:35:03Z |
| 63 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 14952 | 3186 | Python | 58 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2022-07-26T16:22:57Z |
| 64 | [calibre](https://github.com/kovidgoyal/calibre) | 14841 | 1899 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-04-02T14:27:40Z |
| 65 | [learn-python](https://github.com/trekhleb/learn-python) | 14509 | 2358 | Python | 5 | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 2023-03-21T10:43:21Z |
| 66 | [jupyter](https://github.com/jupyter/jupyter) | 14208 | 3657 | Python | 193 | Jupyter metapackage for installation, docs and chat | 2023-01-16T19:08:09Z |
| 67 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 13949 | 4851 | Python | 33 | Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2023-04-02T06:35:18Z |
| 68 | [vision](https://github.com/pytorch/vision) | 13630 | 6613 | Python | 710 | Datasets, Transforms and Models specific to Computer Vision | 2023-04-02T11:31:00Z |
| 69 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13506 | 2243 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-03-19T17:52:50Z |
| 70 | [wxpy](https://github.com/youfou/wxpy) | 13464 | 2370 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 71 | [pyecharts](https://github.com/pyecharts/pyecharts) | 13376 | 2772 | Python | 6 | 🎨 Python Echarts Plotting Library | 2023-03-31T08:41:41Z |
| 72 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 13309 | 3220 | Python | 572 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-04-01T10:19:29Z |
| 73 | [yapf](https://github.com/google/yapf) | 13171 | 897 | Python | 371 | A formatter for Python files | 2023-03-23T16:33:20Z |
| 74 | [salt](https://github.com/saltstack/salt) | 13127 | 5407 | Python | 2459 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2023-04-02T21:03:14Z |
| 75 | [ranger](https://github.com/ranger/ranger) | 13114 | 837 | Python | 666 | A VIM-inspired filemanager for the console | 2023-04-01T17:33:02Z |
| 76 | [pydantic](https://github.com/pydantic/pydantic) | 13110 | 1190 | Python | 605 | Data validation using Python type hints | 2023-04-03T02:53:48Z |
| 77 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13090 | 4276 | Python | 326 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 78 | [requests-html](https://github.com/psf/requests-html) | 13064 | 936 | Python | 164 | Pythonic HTML Parsing for Humans™ | 2023-04-02T22:03:07Z |
| 79 | [facenet](https://github.com/davidsandberg/facenet) | 12961 | 4791 | Python | 495 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 80 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 12660 | 1902 | Python | 0 | Command line interface for testing internet bandwidth using speedtest.net | 2023-02-10T10:53:30Z |
| 81 | [YYeTsBot](https://github.com/tgbot-collection/YYeTsBot) | 12632 | 1667 | Python | 0 | 🎬 人人影视 机器人和网站，包含人人影视全部资源以及众多网友的网盘分享 | 2023-03-30T09:00:12Z |
| 82 | [newspaper](https://github.com/codelucas/newspaper) | 12601 | 2008 | Python | 397 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2023-03-08T20:07:49Z |
| 83 | [discord.py](https://github.com/Rapptz/discord.py) | 12510 | 3602 | Python | 57 | An API wrapper for Discord written in Python. | 2023-04-03T01:08:24Z |
| 84 | [label-studio](https://github.com/heartexlabs/label-studio) | 12477 | 1471 | Python | 361 | Label Studio is a multi-type data labeling and annotation tool with standardized output format | 2023-04-01T18:40:07Z |
| 85 | [chatgpt-retrieval-plugin](https://github.com/openai/chatgpt-retrieval-plugin) | 12456 | 1565 | Python | 34 | The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language. | 2023-04-03T03:01:57Z |
| 86 | [SMSBoom](https://github.com/OpenEthan/SMSBoom) | 12243 | 3067 | Python | 108 | 短信轰炸/短信测压/ \| 一个健壮免费的python短信轰炸程序，专门炸坏蛋蛋，百万接口，多线程全自动添加有效接口，支持异步协程百万并发，全免费的短信轰炸工具！！hongkonger开发全网首发！！ | 2023-03-17T16:06:53Z |
| 87 | [ChatGLM-6B](https://github.com/THUDM/ChatGLM-6B) | 12106 | 1188 | Python | 114 | ChatGLM-6B：开源双语对话语言模型  \| An Open Bilingual Dialogue Language Model | 2023-04-03T01:50:37Z |
| 88 | [awx](https://github.com/ansible/awx) | 12065 | 3084 | Python | 1537 | AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform. | 2023-04-02T13:24:33Z |
| 89 | [tushare](https://github.com/waditu/tushare) | 12053 | 4259 | Python | 508 | TuShare is a utility for crawling historical data of China stocks | 2023-01-28T07:04:37Z |
| 90 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 11939 | 3608 | Python | 10 | 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. ) | 2022-04-27T14:37:28Z |
| 91 | [Zappa](https://github.com/Miserlou/Zappa) | 11890 | 1251 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 92 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 11864 | 1326 | Python | 452 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2023-04-02T17:09:00Z |
| 93 | [albumentations](https://github.com/albumentations-team/albumentations) | 11797 | 1492 | Python | 337 | Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation:  https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | 2023-03-29T17:48:32Z |
| 94 | [nltk](https://github.com/nltk/nltk) | 11731 | 2710 | Python | 223 | NLTK Source | 2023-04-01T18:00:19Z |
| 95 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 11707 | 3205 | Python | 16 | Machine learning, in numpy | 2023-01-11T08:10:41Z |
| 96 | [prefect](https://github.com/PrefectHQ/prefect) | 11638 | 1173 | Python | 620 | The easiest way to orchestrate and observe your data pipelines | 2023-04-03T01:50:09Z |
| 97 | [pyxel](https://github.com/kitao/pyxel) | 11635 | 737 | Python | 11 | A retro game engine for Python | 2023-04-02T04:55:34Z |
| 98 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 11593 | 2442 | Python | 256 | The Rogue Access Point Framework | 2023-03-14T16:11:54Z |
| 99 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 11528 | 2096 | Python | 155 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-02-26T15:07:30Z |
| 100 | [clip-as-service](https://github.com/jina-ai/clip-as-service) | 11499 | 2018 | Python | 260 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-03-27T05:01:54Z |