[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) | 149773 | 22289 | Python | 24 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-12-12T12:55:41Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 128601 | 47679 | Python | 492 | Python - 100天从新手到大师 | 2022-12-13T03:00:17Z |
| 3 | [keras](https://github.com/keras-team/keras) | 56819 | 19227 | Python | 265 | Deep Learning for humans | 2022-12-15T01:59:38Z |
| 4 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52316 | 23782 | Python | 1546 | scikit-learn: machine learning in Python | 2022-12-15T00:47:03Z |
| 5 | [face_recognition](https://github.com/ageitgey/face_recognition) | 46755 | 12653 | Python | 670 | The world's simplest facial recognition api for Python and the command line | 2022-11-03T21:43:04Z |
| 6 | [localstack](https://github.com/localstack/localstack) | 45152 | 3387 | Python | 326 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-12-14T19:59:46Z |
| 7 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 43728 | 11677 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-12-13T21:30:01Z |
| 8 | [faceswap](https://github.com/deepfakes/faceswap) | 42973 | 12010 | Python | 15 | Deepfakes Software For All | 2022-11-30T11:12:38Z |
| 9 | [openpilot](https://github.com/commaai/openpilot) | 37819 | 6836 | Python | 197 | 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. | 2022-12-15T02:48:40Z |
| 10 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 36794 | 8284 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。 | 2022-12-14T02:17:31Z |
| 11 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36422 | 4909 | Python | 192 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-12-09T20:13:40Z |
| 12 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 36268 | 3000 | Python | 770 | A youtube-dl fork with additional features and fixes | 2022-12-15T01:13:37Z |
| 13 | [python-patterns](https://github.com/faif/python-patterns) | 35981 | 6665 | Python | 9 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 14 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 34437 | 7161 | Python | 47 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 15 | [cheat.sh](https://github.com/chubin/cheat.sh) | 34022 | 1639 | Python | 98 | the only cheat sheet you need | 2022-12-14T00:11:31Z |
| 16 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33267 | 19174 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 17 | [XX-Net](https://github.com/XX-net/XX-Net) | 31553 | 7764 | Python | 7852 | A proxy tool to bypass GFW. | 2022-12-08T21:56:44Z |
| 18 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 30826 | 5647 | Python | 7 | Comprehensive Python Cheatsheet | 2022-11-28T14:12:22Z |
| 19 | [jieba](https://github.com/fxsjy/jieba) | 29683 | 6619 | Python | 603 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 29487 | 3294 | Python | 491 | 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. | 2022-12-15T00:31:57Z |
| 21 | [HanLP](https://github.com/hankcs/HanLP) | 27651 | 7662 | Python | 6 | 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 | 2022-12-07T22:28:39Z |
| 22 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 27186 | 5587 | Python | 1205 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2022-12-14T06:58:22Z |
| 23 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 25543 | 5060 | Python | 49 | Automatic SQL injection and database takeover tool | 2022-12-13T23:35:31Z |
| 24 | [MockingBird](https://github.com/babysor/MockingBird) | 25413 | 3759 | Python | 343 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-12-03T08:54:51Z |
| 25 | [httpie](https://github.com/httpie/httpie) | 25204 | 3715 | Python | 117 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2022-11-17T14:07:42Z |
| 26 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 25131 | 3798 | Python | 168 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-11-21T00:06:48Z |
| 27 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24457 | 2784 | Python | 3 | A code-completion engine for Vim | 2022-12-14T22:30:50Z |
| 28 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24391 | 7416 | Python | 12 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2022-10-12T07:18:27Z |
| 29 | [pipenv](https://github.com/pypa/pipenv) | 23505 | 1806 | Python | 213 |  Python Development Workflow for Humans. | 2022-12-14T19:51:06Z |
| 30 | [ray](https://github.com/ray-project/ray) | 23063 | 4051 | Python | 2436 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2022-12-15T02:31:39Z |
| 31 | [ItChat](https://github.com/littlecodersh/ItChat) | 22688 | 5287 | Python | 241 | 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。 | 2022-11-11T02:49:43Z |
| 32 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22497 | 11172 | Python | 1809 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-01T13:49:38Z |
| 33 | [redash](https://github.com/getredash/redash) | 22313 | 3877 | Python | 505 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-12-13T03:04:35Z |
| 34 | [hosts](https://github.com/StevenBlack/hosts) | 22016 | 1889 | Python | 32 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-12-13T12:40:51Z |
| 35 | [algorithms](https://github.com/keon/algorithms) | 21934 | 4424 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-11-12T04:54:30Z |
| 36 | [glances](https://github.com/nicolargo/glances) | 21905 | 1338 | Python | 239 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-12-12T13:20:15Z |
| 37 | [streamlit](https://github.com/streamlit/streamlit) | 21822 | 1956 | Python | 549 | Streamlit — The fastest way to build data apps in Python | 2022-12-15T02:44:23Z |
| 38 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21144 | 3541 | Python | 32 | Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. | 2022-12-01T13:01:59Z |
| 39 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 20452 | 4510 | Python | 12 | We have made you a wrapper you can't refuse | 2022-12-14T11:56:25Z |
| 40 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19749 | 1403 | Python | 15 | Guide to securing and improving privacy on macOS | 2022-10-21T14:04:22Z |
| 41 | [labelImg](https://github.com/heartexlabs/labelImg) | 18880 | 5697 | Python | 362 | 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. | 2022-12-05T07:42:44Z |
| 42 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 18486 | 1866 | Python | 7 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-12-04T09:57:34Z |
| 43 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 18391 | 1917 | Python | 197 | Investment Research for Everyone, Anywhere. | 2022-12-15T00:22:15Z |
| 44 | [dash](https://github.com/plotly/dash) | 17808 | 1815 | Python | 685 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-12-15T02:32:28Z |
| 45 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 17148 | 3935 | Python | 55 | 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.  | 2022-12-11T00:14:07Z |
| 46 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 16966 | 5380 | Python | 17 | Python sample codes for robotics algorithms. | 2022-12-05T22:31:59Z |
| 47 | [zulip](https://github.com/zulip/zulip) | 16883 | 5769 | Python | 1735 | Zulip server and web application. Open-source team chat that helps teams stay productive and focused. | 2022-12-15T02:55:19Z |
| 48 | [jina](https://github.com/jina-ai/jina) | 16874 | 1999 | Python | 25 | 🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native | 2022-12-14T23:51:39Z |
| 49 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 16708 | 4399 | Python | 227 | Python爬虫代理IP池(proxy pool) | 2022-08-16T09:29:20Z |
| 50 | [EasyOCR](https://github.com/JaidedAI/EasyOCR) | 16520 | 2387 | Python | 143 | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 2022-12-14T18:12:06Z |
| 51 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16359 | 2986 | Python | 614 | Graph Neural Network Library for PyTorch | 2022-12-15T02:38:58Z |
| 52 | [ddia](https://github.com/Vonng/ddia) | 16298 | 3562 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2022-11-11T09:15:13Z |
| 53 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 15770 | 3433 | Python | 59 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | 2022-12-15T01:04:39Z |
| 54 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15585 | 5690 | 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 |
| 55 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15293 | 2356 | Python | 137 | Avatars for Zoom, Skype and other video-conferencing apps. | 2022-12-03T23:21:54Z |
| 56 | [kivy](https://github.com/kivy/kivy) | 15291 | 2965 | Python | 877 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2022-12-11T18:01:43Z |
| 57 | [prophet](https://github.com/facebook/prophet) | 15269 | 4338 | Python | 281 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2022-11-28T18:53:50Z |
| 58 | [faker](https://github.com/joke2k/faker) | 15157 | 1707 | Python | 11 | Faker is a Python package that generates fake data for you. | 2022-12-14T16:39:24Z |
| 59 | [pyscript](https://github.com/pyscript/pyscript) | 15109 | 1108 | Python | 128 | Home Page: https://pyscript.net  Examples: https://pyscript.net/examples | 2022-12-15T01:54:17Z |
| 60 | [ArchiveBox](https://github.com/ArchiveBox/ArchiveBox) | 14719 | 861 | Python | 153 | 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more... | 2022-12-05T05:48:44Z |