[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) | 209435 | 23958 | Python | 4 | A collective list of free APIs | 2022-09-19T17:50:30Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 197441 | 35570 | Python | 164 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-09-05T14:38:34Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 144944 | 36901 | Python | 27 | All Algorithms implemented in Python | 2022-09-21T15:38:56Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 142326 | 21902 | Python | 45 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-09-18T16:08:11Z |
| 5 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 125148 | 46941 | Python | 485 | Python - 100天从新手到大师 | 2022-08-31T05:14:51Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 113590 | 8180 | Python | 3863 | Command-line program to download videos from YouTube.com and other video sites | 2022-09-19T14:57:01Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 73442 | 3248 | Python | 198 | Magnificent app which corrects your previous console command. | 2022-09-20T14:04:27Z |
| 8 | [transformers](https://github.com/huggingface/transformers) | 70616 | 16190 | Python | 394 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-09-22T02:22:32Z |
| 9 | [django](https://github.com/django/django) | 66396 | 27801 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-09-21T22:22:51Z |
| 10 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 59452 | 8054 | Python | 48 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-09-14T08:59:43Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 55922 | 13542 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-09-09T16:55:21Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 54616 | 22389 | Python | 685 | 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. | 2022-09-21T22:51:03Z |
| 13 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 51432 | 23443 | Python | 1532 | scikit-learn: machine learning in Python | 2022-09-22T00:49:29Z |
| 14 | [fastapi](https://github.com/tiangolo/fastapi) | 49681 | 3971 | Python | 1103 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-09-20T19:49:58Z |
| 15 | [requests](https://github.com/psf/requests) | 48247 | 8871 | Python | 185 | A simple, yet elegant, HTTP library. | 2022-09-11T12:57:23Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 45812 | 12490 | Python | 665 | The world's simplest facial recognition api for Python and the command line | 2022-09-21T14:21:04Z |
| 17 | [scrapy](https://github.com/scrapy/scrapy) | 44588 | 9716 | Python | 518 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-09-21T06:27:28Z |
| 18 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 43660 | 2073 | Python | 59 | 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 |
| 19 | [localstack](https://github.com/localstack/localstack) | 43615 | 3236 | Python | 296 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-09-21T23:25:18Z |
| 20 | [faceswap](https://github.com/deepfakes/faceswap) | 42292 | 11902 | Python | 14 | Deepfakes Software For All | 2022-09-21T09:23:00Z |
| 21 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 41208 | 11074 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-09-21T09:42:32Z |
| 22 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 36770 | 6731 | Python | 76 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-09-09T08:47:59Z |
| 23 | [openpilot](https://github.com/commaai/openpilot) | 35926 | 6605 | Python | 192 | 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. | 2022-09-22T02:55:04Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 35505 | 4807 | Python | 196 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-09-20T13:08:07Z |
| 25 | [pandas](https://github.com/pandas-dev/pandas) | 35290 | 14996 | Python | 3429 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-09-22T02:21:32Z |
| 26 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 35145 | 8034 | 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个国家的400所大学用于教学。 | 2022-09-14T06:09:13Z |
| 27 | [python-patterns](https://github.com/faif/python-patterns) | 35082 | 6565 | Python | 11 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 28 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 35054 | 7909 | Python | 449 | DeepFaceLab is the leading software for creating deepfakes. | 2022-09-18T12:24:10Z |
| 29 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 32483 | 2568 | Python | 685 | A youtube-dl fork with additional features and fixes | 2022-09-22T01:44:08Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 32042 | 3587 | Python | 476 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-09-22T02:02:49Z |
| 31 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 31698 | 2515 | Python | 52 | What the f*ck Python? 😱 | 2022-09-18T14:10:01Z |
| 32 | [XX-Net](https://github.com/XX-net/XX-Net) | 31375 | 7767 | Python | 7822 | A proxy tool to bypass GFW. | 2022-09-16T03:08:40Z |
| 33 | [yolov5](https://github.com/ultralytics/yolov5) | 30968 | 11070 | Python | 302 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-09-21T22:34:47Z |
| 34 | [cheat.sh](https://github.com/chubin/cheat.sh) | 30510 | 1530 | Python | 92 | the only cheat sheet you need | 2022-09-11T14:24:00Z |
| 35 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 30270 | 6472 | 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 | 2022-09-20T07:16:12Z |
| 36 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 30169 | 5519 | Python | 8 | Comprehensive Python Cheatsheet | 2022-09-19T08:41:52Z |
| 37 | [certbot](https://github.com/certbot/certbot) | 29292 | 3270 | Python | 530 | 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. | 2022-09-21T08:37:35Z |
| 38 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 28713 | 3489 | Python | 241 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-09-22T01:43:13Z |
| 39 | [airflow](https://github.com/apache/airflow) | 27559 | 11248 | Python | 694 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-09-22T02:33:30Z |
| 40 | [HanLP](https://github.com/hankcs/HanLP) | 26973 | 7394 | Python | 4 | 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 | 2022-09-15T20:02:03Z |
| 41 | [Python](https://github.com/geekcomputers/Python) | 26337 | 11134 | Python | 176 | My Python Examples | 2022-09-20T11:31:37Z |
| 42 | [Detectron](https://github.com/facebookresearch/Detectron) | 25316 | 5456 | Python | 302 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 43 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 24701 | 4975 | Python | 51 | Automatic SQL injection and database takeover tool | 2022-09-16T09:48:24Z |
| 44 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24260 | 2771 | Python | 10 | A code-completion engine for Vim | 2022-08-29T11:48:21Z |
| 45 | [spaCy](https://github.com/explosion/spaCy) | 24223 | 3935 | Python | 73 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-09-16T14:54:31Z |
| 46 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24148 | 6304 | Python | 100 | Web APIs for Django. 🎸 | 2022-09-21T17:54:26Z |
| 47 | [MockingBird](https://github.com/babysor/MockingBird) | 24132 | 3554 | Python | 310 | 🚀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 | 2022-09-18T03:59:45Z |
| 48 | [httpie](https://github.com/httpie/httpie) | 23794 | 3703 | Python | 112 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2022-09-12T20:58:14Z |
| 49 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23688 | 7276 | Python | 11 | 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. | 2022-04-03T07:14:56Z |
| 50 | [python-fire](https://github.com/google/python-fire) | 23029 | 1332 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-09-21T02:43:21Z |
| 51 | [tqdm](https://github.com/tqdm/tqdm) | 22940 | 1165 | Python | 293 | A Fast, Extensible Progress Bar for Python and CLI | 2022-09-18T02:52:27Z |
| 52 | [Depix](https://github.com/beurtschipper/Depix) | 22761 | 2764 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 53 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 22482 | 3321 | Python | 147 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-09-16T15:02:16Z |
| 54 | [ItChat](https://github.com/littlecodersh/ItChat) | 22465 | 5258 | Python | 238 | 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 |
| 55 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22194 | 11042 | Python | 1786 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-09-21T18:57:17Z |
| 56 | [ray](https://github.com/ray-project/ray) | 22075 | 3880 | Python | 2538 | 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. | 2022-09-22T03:01:11Z |
| 57 | [redash](https://github.com/getredash/redash) | 21765 | 3793 | Python | 492 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-09-14T11:16:22Z |
| 58 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 21664 | 3124 | Python | 26 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-09-21T12:44:18Z |
| 59 | [algorithms](https://github.com/keon/algorithms) | 21602 | 4398 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-09-21T04:52:17Z |
| 60 | [numpy](https://github.com/numpy/numpy) | 21502 | 7347 | Python | 2031 | The fundamental package for scientific computing with Python. | 2022-09-21T20:03:48Z |