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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [public-apis](https://github.com/public-apis/public-apis) | 190484 | 21991 | Python | 1 | A collective list of free APIs | 2022-04-21T15:21:36Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 125396 | 21129 | Python | 13 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-04-25T00:09:42Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 109325 | 7683 | Python | 3865 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-28T10:43:42Z |
| 4 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54097 | 13287 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-04-14T03:35:30Z |
| 5 | [ansible](https://github.com/ansible/ansible) | 52948 | 21842 | Python | 808 | 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. | 2022-04-28T11:08:52Z |
| 6 | [fastapi](https://github.com/tiangolo/fastapi) | 44410 | 3420 | Python | 1004 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-04-27T11:37:05Z |
| 7 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44010 | 12199 | Python | 650 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 8 | [scrapy](https://github.com/scrapy/scrapy) | 43363 | 9602 | Python | 497 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-04-28T08:04:24Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42235 | 2017 | 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. | 2022-01-28T15:01:25Z |
| 10 | [localstack](https://github.com/localstack/localstack) | 40548 | 3038 | Python | 387 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-04-28T10:59:09Z |
| 11 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 36855 | 10041 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-04-25T13:57:53Z |
| 12 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 34522 | 6382 | Python | 38 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-27T16:52:38Z |
| 13 | [openpilot](https://github.com/commaai/openpilot) | 34225 | 6265 | Python | 135 | 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. | 2022-04-28T11:45:02Z |
| 14 | [pandas](https://github.com/pandas-dev/pandas) | 33729 | 14362 | Python | 3403 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-28T10:31:05Z |
| 15 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 32309 | 7371 | Python | 410 | DeepFaceLab is the leading software for creating deepfakes. | 2022-04-21T11:34:42Z |
| 16 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31872 | 7511 | 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。 | 2022-04-28T10:22:35Z |
| 17 | [certbot](https://github.com/certbot/certbot) | 28863 | 3220 | Python | 525 | 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. | 2022-04-27T19:19:57Z |
| 18 | [cheat.sh](https://github.com/chubin/cheat.sh) | 28769 | 1462 | Python | 85 | the only cheat sheet you need | 2022-04-18T18:42:05Z |
| 19 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26844 | 3315 | Python | 227 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-28T09:26:28Z |
| 20 | [yolov5](https://github.com/ultralytics/yolov5) | 25530 | 9107 | Python | 261 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-04-28T00:29:59Z |
| 21 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 34522 | 6382 | Python | 38 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-27T16:52:38Z |
| 22 | [openpilot](https://github.com/commaai/openpilot) | 34225 | 6265 | Python | 135 | 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. | 2022-04-28T11:45:02Z |
| 23 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 33839 | 4616 | Python | 188 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-04-11T03:38:25Z |
| 24 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33182 | 19387 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 25 | [ailearning](https://github.com/apachecn/ailearning) | 33149 | 10840 | Python | 2 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-04-24T01:59:53Z |
| 26 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 32309 | 7371 | Python | 410 | DeepFaceLab is the leading software for creating deepfakes. | 2022-04-21T11:34:42Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32132 | 6884 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 28 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31872 | 7511 | 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。 | 2022-04-28T10:22:35Z |
| 29 | [python-patterns](https://github.com/faif/python-patterns) | 31272 | 6303 | Python | 11 | A collection of design patterns/idioms in Python | 2022-02-19T17:46:59Z |
| 30 | [XX-Net](https://github.com/XX-net/XX-Net) | 31209 | 7812 | Python | 7785 | A proxy tool to bypass GFW. | 2022-04-20T05:30:38Z |
| 31 | [sentry](https://github.com/getsentry/sentry) | 30752 | 3454 | Python | 354 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-28T12:01:54Z |
| 32 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 28894 | 5277 | Python | 8 | Comprehensive Python Cheatsheet | 2022-04-20T14:44:01Z |
| 33 | [certbot](https://github.com/certbot/certbot) | 28863 | 3220 | Python | 525 | 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. | 2022-04-27T19:19:57Z |
| 34 | [cheat.sh](https://github.com/chubin/cheat.sh) | 28769 | 1462 | Python | 85 | the only cheat sheet you need | 2022-04-18T18:42:05Z |
| 35 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28612 | 2378 | Python | 46 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 28403 | 6545 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 37 | [black](https://github.com/psf/black) | 27110 | 1720 | Python | 306 | The uncompromising Python code formatter | 2022-04-27T14:25:07Z |
| 38 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26844 | 3315 | Python | 227 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-28T09:26:28Z |
| 39 | [HanLP](https://github.com/hankcs/HanLP) | 25735 | 6948 | Python | 2 | 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 | 2022-04-20T15:37:14Z |
| 40 | [airflow](https://github.com/apache/airflow) | 25628 | 10449 | Python | 787 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-28T12:00:10Z |
| 41 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26844 | 3315 | Python | 227 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-28T09:26:28Z |
| 42 | [airflow](https://github.com/apache/airflow) | 25628 | 10449 | Python | 787 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-28T12:00:10Z |
| 43 | [yolov5](https://github.com/ultralytics/yolov5) | 25530 | 9107 | Python | 261 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-04-28T00:29:59Z |
| 44 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25273 | 4098 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 45 | [Detectron](https://github.com/facebookresearch/Detectron) | 25096 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 46 | [Python](https://github.com/geekcomputers/Python) | 25186 | 10832 | Python | 154 | My Python Examples | 2022-04-24T12:16:06Z |
| 47 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 24179 | 1821 | Python | 499 | A youtube-dl fork with additional features and fixes | 2022-04-28T11:38:36Z |
| 48 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23915 | 2761 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 49 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23589 | 7200 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 50 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23274 | 6135 | Python | 121 | Web APIs for Django. 🎸 | 2022-04-24T22:16:18Z |
| 51 | [spaCy](https://github.com/explosion/spaCy) | 23225 | 3819 | Python | 82 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-28T11:12:05Z |
| 52 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23294 | 4807 | Python | 48 | Automatic SQL injection and database takeover tool | 2022-04-21T13:03:25Z |
| 53 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 23097 | 4941 | Python | 13 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-04-27T20:17:40Z |
| 54 | [pipenv](https://github.com/pypa/pipenv) | 22912 | 1737 | Python | 412 |  Python Development Workflow for Humans. | 2022-04-26T11:19:19Z |
| 55 | [Depix](https://github.com/beurtschipper/Depix) | 22176 | 2666 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-04-24T16:22:13Z |
| 56 | [tqdm](https://github.com/tqdm/tqdm) | 21836 | 1122 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2022-04-24T03:04:39Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21026 | 4146 | Python | 29 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2022-04-26T22:47:26Z |
| 58 | [redash](https://github.com/getredash/redash) | 20951 | 3671 | Python | 478 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-04-26T09:26:33Z |
| 59 | [algo](https://github.com/wangzheng0822/algo) | 20767 | 6684 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-04-12T06:01:26Z |
| 60 | [algorithms](https://github.com/keon/algorithms) | 20687 | 4271 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-04-23T23:34:59Z |
| 61 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 19784 | 666 | Python | 75 | 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 |
| 62 | [httpie](https://github.com/httpie/httpie) | 19653 | 3659 | Python | 97 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2022-04-28T09:57:48Z |
| 63 | [celery](https://github.com/celery/celery) | 19213 | 4266 | Python | 478 | Distributed Task Queue (development branch) | 2022-04-28T09:26:58Z |
| 64 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 19143 | 2954 | Python | 98 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 65 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19060 | 1373 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 66 | [locust](https://github.com/locustio/locust) | 18728 | 2429 | Python | 24 | Scalable user load testing tool written in Python | 2022-04-28T02:20:22Z |
| 67 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18394 | 4595 | Python | 164 | 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。 | 2022-04-28T11:11:00Z |
| 68 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 18371 | 4033 | Python | 24 | We have made you a wrapper you can't refuse | 2022-04-28T06:18:42Z |
| 69 | [vnpy](https://github.com/vnpy/vnpy) | 18311 | 7230 | Python | 7 | 基于Python的开源量化交易平台开发框架 | 2022-04-22T08:23:34Z |
| 70 | [examples](https://github.com/pytorch/examples) | 18270 | 8590 | Python | 136 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-04-27T18:27:07Z |
| 71 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 18184 | 2326 | Python | 411 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2022-04-28T10:52:01Z |
| 72 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 18087 | 3016 | Python | 42 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-28T10:08:01Z |
| 73 | [wttr.in](https://github.com/chubin/wttr.in) | 17590 | 852 | Python | 179 | :partly_sunny: The right way to check the weather | 2022-04-25T15:27:13Z |
| 74 | [magenta](https://github.com/magenta/magenta) | 17566 | 3612 | Python | 306 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |
| 75 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17420 | 5270 | Python | 384 | Image-to-Image Translation in PyTorch | 2022-04-28T01:39:02Z |
| 76 | [labelImg](https://github.com/tzutalin/labelImg) | 17192 | 5385 | Python | 300 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-04-28T08:08:11Z |
| 77 | [freqtrade](https://github.com/freqtrade/freqtrade) | 17181 | 3678 | Python | 43 | Free, open source crypto trading bot | 2022-04-28T05:38:35Z |
| 78 | [diagrams](https://github.com/mingrammer/diagrams) | 17563 | 1051 | Python | 200 | :art: Diagram as Code for prototyping cloud system architectures | 2022-04-22T08:40:37Z |
| 79 | [dash](https://github.com/plotly/dash) | 16321 | 1687 | Python | 568 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-04-27T17:36:47Z |
| 80 | [bokeh](https://github.com/bokeh/bokeh) | 16230 | 3916 | Python | 683 | Interactive Data Visualization in the browser, from  Python | 2022-04-28T09:17:56Z |
| 81 | [examples](https://github.com/pytorch/examples) | 18270 | 8590 | Python | 136 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-04-27T18:27:07Z |
| 82 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 18184 | 2326 | Python | 411 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2022-04-28T10:52:01Z |
| 83 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 18087 | 3016 | Python | 42 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-28T10:08:01Z |
| 84 | [magenta](https://github.com/magenta/magenta) | 17566 | 3612 | Python | 306 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |
| 85 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17393 | 1764 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-04-19T17:16:49Z |
| 86 | [jax](https://github.com/google/jax) | 17288 | 1598 | Python | 884 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-04-28T07:54:45Z |
| 87 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17420 | 5270 | Python | 384 | Image-to-Image Translation in PyTorch | 2022-04-28T01:39:02Z |
| 88 | [labelImg](https://github.com/tzutalin/labelImg) | 17192 | 5385 | Python | 300 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-04-28T08:08:11Z |
| 89 | [copilot-docs](https://github.com/github/copilot-docs) | 17164 | 1867 | Python | 0 | Documentation for GitHub Copilot | 2022-04-26T09:10:27Z |
| 90 | [fairseq](https://github.com/pytorch/fairseq) | 16789 | 4425 | Python | 836 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-04-27T23:55:36Z |
| 91 | [dash](https://github.com/plotly/dash) | 16321 | 1687 | Python | 568 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-04-27T17:36:47Z |
| 92 | [bokeh](https://github.com/bokeh/bokeh) | 16230 | 3916 | Python | 683 | Interactive Data Visualization in the browser, from  Python | 2022-04-28T09:17:56Z |
| 93 | [professional-programming](https://github.com/charlax/professional-programming) | 16218 | 1482 | Python | 0 | A collection of full-stack resources for programmers. | 2022-04-22T17:30:07Z |
| 94 | [sanic](https://github.com/sanic-org/sanic) | 16066 | 1443 | Python | 39 | Next generation Python web server/framework \| Build fast. Run fast. | 2022-04-26T14:25:29Z |
| 95 | [reddit](https://github.com/reddit-archive/reddit) | 16048 | 2893 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 96 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 15957 | 2745 | Python | 408 | Automated nginx proxy for Docker containers using docker-gen | 2022-04-28T04:16:56Z |
| 97 | [saleor](https://github.com/saleor/saleor) | 15788 | 4502 | Python | 204 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-04-28T10:43:51Z |
| 98 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 16612 | 2076 | Python | 59 | ALL IN ONE Hacking Tool For Hackers | 2022-04-26T20:42:09Z |
| 99 | [zulip](https://github.com/zulip/zulip) | 15712 | 5366 | Python | 1613 | Zulip server and web app—powerful open source team chat | 2022-04-28T10:58:49Z |
| 100 | [luigi](https://github.com/spotify/luigi) | 15628 | 2334 | Python | 63 | 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.  | 2022-04-28T04:33:02Z |