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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 168611 | 31264 | Python | 150 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-03-27T14:43:13Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 133457 | 35007 | Python | 21 | All Algorithms implemented in Python | 2022-03-29T21:58:52Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 121613 | 20939 | Python | 8 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-03-25T13:51:33Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 116503 | 44986 | Python | 454 | Python - 100天从新手到大师 | 2022-03-10T17:01:14Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 108092 | 7510 | Python | 4032 | Command-line program to download videos from YouTube.com and other video sites | 2022-03-29T19:20:44Z |
| 6 | [models](https://github.com/tensorflow/models) | 73162 | 45665 | Python | 1149 | Models and examples built with TensorFlow | 2022-03-30T00:05:58Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 69519 | 3161 | Python | 196 | Magnificent app which corrects your previous console command. | 2022-03-28T17:55:14Z |
| 8 | [django](https://github.com/django/django) | 63135 | 26833 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-03-29T23:58:52Z |
| 9 | [transformers](https://github.com/huggingface/transformers) | 60158 | 14271 | Python | 348 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-03-30T00:51:25Z |
| 10 | [flask](https://github.com/pallets/flask) | 58434 | 14969 | Python | 12 | The Python micro framework for building web applications. | 2022-03-29T18:53:23Z |
| 11 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 53529 | 7694 | Python | 10 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-03-28T00:39:38Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 52594 | 21754 | Python | 957 | 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. | 2022-03-30T00:54:00Z |
| 13 | [requests](https://github.com/psf/requests) | 47143 | 8682 | Python | 168 | A simple, yet elegant, HTTP library. | 2022-03-28T18:51:27Z |
| 14 | [you-get](https://github.com/soimort/you-get) | 43487 | 8828 | Python | 0 | :arrow_double_down: Dumb downloader that scrapes the web | 2022-03-23T19:38:23Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42129 | 2007 | Python | 54 | 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. | 2022-01-28T15:01:25Z |
| 16 | [openpilot](https://github.com/commaai/openpilot) | 33782 | 6166 | Python | 118 | 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. | 2022-03-30T02:24:00Z |
| 17 | [pandas](https://github.com/pandas-dev/pandas) | 33198 | 14222 | Python | 3327 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-03-30T02:48:00Z |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33159 | 19414 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 19 | [ailearning](https://github.com/apachecn/ailearning) | 32934 | 10789 | Python | 2 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-03-19T10:19:18Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 31979 | 6846 | Python | 43 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 21 | [XX-Net](https://github.com/XX-net/XX-Net) | 31131 | 7818 | Python | 7780 | A proxy tool to bypass GFW. | 2022-03-18T03:02:24Z |
| 22 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31047 | 7353 | 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55个国家的300所大学用于教学。 | 2022-03-29T16:01:06Z |
| 23 | [sentry](https://github.com/getsentry/sentry) | 30485 | 3414 | Python | 341 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-03-30T00:44:34Z |
| 24 | [certbot](https://github.com/certbot/certbot) | 28793 | 3209 | 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. | 2022-03-30T01:32:53Z |
| 25 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28445 | 2376 | Python | 45 | What the f*ck Python? 😱 | 2022-01-17T18:30:02Z |
| 26 | [jieba](https://github.com/fxsjy/jieba) | 28169 | 6523 | Python | 586 | 结巴中文分词 | 2021-07-25T14:17:48Z |
| 27 | [HanLP](https://github.com/hankcs/HanLP) | 25412 | 6827 | Python | 1 | 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 | 2022-03-24T22:35:10Z |
| 28 | [airflow](https://github.com/apache/airflow) | 25296 | 10317 | Python | 791 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-03-30T02:42:29Z |
| 29 | [Detectron](https://github.com/facebookresearch/Detectron) | 25037 | 5448 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 30 | [Python](https://github.com/geekcomputers/Python) | 24961 | 10779 | Python | 154 | My Python Examples | 2022-03-26T04:41:52Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 24373 | 2861 | Python | 41 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 32 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23813 | 2755 | Python | 8 | A code-completion engine for Vim | 2022-03-24T09:29:15Z |
| 33 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23091 | 6091 | Python | 117 | Web APIs for Django. 🎸 | 2022-03-27T00:21:39Z |
| 34 | [spaCy](https://github.com/explosion/spaCy) | 23025 | 3781 | Python | 82 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-03-29T19:56:11Z |
| 35 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 22982 | 4759 | Python | 50 | Automatic SQL injection and database takeover tool | 2022-03-25T18:10:50Z |
| 36 | [python-fire](https://github.com/google/python-fire) | 22104 | 1281 | Python | 104 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-03-27T00:43:12Z |
| 37 | [ItChat](https://github.com/littlecodersh/ItChat) | 22094 | 5232 | Python | 233 | 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 |
| 38 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 22029 | 1669 | Python | 454 | A youtube-dl fork with additional features and fixes | 2022-03-30T03:03:43Z |
| 39 | [algo](https://github.com/wangzheng0822/algo) | 20623 | 6641 | Python | 98 | 数据结构和算法必知必会的50个代码实现 | 2022-03-15T07:09:59Z |
| 40 | [algorithms](https://github.com/keon/algorithms) | 20571 | 4244 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-03-20T11:10:40Z |
| 41 | [hosts](https://github.com/StevenBlack/hosts) | 20374 | 1793 | Python | 34 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-03-29T22:23:59Z |
| 42 | [MockingBird](https://github.com/babysor/MockingBird) | 20345 | 2863 | Python | 177 | 🚀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 | 2022-03-24T04:52:47Z |
| 43 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20265 | 2876 | Python | 32 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-03-21T23:05:57Z |
| 44 | [glances](https://github.com/nicolargo/glances) | 20177 | 1289 | Python | 222 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-03-26T20:48:25Z |
| 45 | [numpy](https://github.com/numpy/numpy) | 19997 | 6745 | Python | 2027 | The fundamental package for scientific computing with Python. | 2022-03-29T23:53:51Z |
| 46 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 19911 | 3400 | Python | 30 | 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. | 2022-03-26T16:12:25Z |
| 47 | [ray](https://github.com/ray-project/ray) | 19683 | 3400 | Python | 2026 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2022-03-30T02:50:01Z |
| 48 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 19521 | 4115 | Python | 979 | 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) | 2022-03-29T08:52:27Z |
| 49 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 19496 | 661 | Python | 73 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2021-12-13T22:39:07Z |
| 50 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 18978 | 1365 | Python | 16 | Guide to securing and improving privacy on macOS | 2022-03-16T22:31:43Z |
| 51 | [celery](https://github.com/celery/celery) | 18920 | 4242 | Python | 476 | Distributed Task Queue (development branch) | 2022-03-29T19:33:58Z |
| 52 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 18858 | 2904 | Python | 95 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 53 | [locust](https://github.com/locustio/locust) | 18530 | 2412 | Python | 21 | Scalable user load testing tool written in Python | 2022-03-29T21:48:07Z |
| 54 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18187 | 4574 | Python | 155 | 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。 | 2022-03-29T21:54:30Z |
| 55 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 18064 | 3945 | Python | 23 | We have made you a wrapper you can't refuse | 2022-03-27T20:02:21Z |
| 56 | [vnpy](https://github.com/vnpy/vnpy) | 18023 | 7154 | Python | 14 | 基于Python的开源量化交易平台开发框架 | 2022-03-23T06:48:16Z |
| 57 | [magenta](https://github.com/magenta/magenta) | 17500 | 3611 | Python | 303 | Magenta: Music and Art Generation with Machine Intelligence | 2022-03-22T21:14:04Z |
| 58 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 17337 | 2871 | Python | 40 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-03-29T23:37:54Z |
| 59 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17290 | 1754 | Python | 13 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-02-06T11:03:29Z |
| 60 | [wttr.in](https://github.com/chubin/wttr.in) | 17263 | 846 | Python | 174 | :partly_sunny: The right way to check the weather | 2022-03-26T18:24:27Z |