[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) | 206183 | 23604 | Python | 3 | A collective list of free APIs | 2022-08-22T10:13:55Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 142438 | 36474 | Python | 28 | All Algorithms implemented in Python | 2022-08-22T11:41:27Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 138667 | 21733 | Python | 23 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-08-22T08:12:23Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 122924 | 46449 | Python | 477 | Python - 100天从新手到大师 | 2022-08-11T07:51:19Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 68809 | 15906 | Python | 398 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-08-23T01:56:08Z |
| 6 | [django](https://github.com/django/django) | 65822 | 27637 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-08-23T00:00:06Z |
| 7 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 58424 | 8002 | Python | 34 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-07-28T01:33:55Z |
| 8 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 55590 | 13482 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-08-07T18:41:35Z |
| 9 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 51123 | 23336 | Python | 1530 | scikit-learn: machine learning in Python | 2022-08-23T02:28:21Z |
| 10 | [fastapi](https://github.com/tiangolo/fastapi) | 48509 | 3847 | Python | 1101 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-08-22T19:18:25Z |
| 11 | [requests](https://github.com/psf/requests) | 48074 | 8828 | Python | 181 | A simple, yet elegant, HTTP library. | 2022-08-19T19:11:02Z |
| 12 | [face_recognition](https://github.com/ageitgey/face_recognition) | 45563 | 12424 | Python | 663 | The world's simplest facial recognition api for Python and the command line | 2022-07-28T23:17:04Z |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 44319 | 9696 | Python | 514 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-08-22T19:09:22Z |
| 14 | [localstack](https://github.com/localstack/localstack) | 43077 | 3182 | Python | 299 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-08-22T22:43:07Z |
| 15 | [faceswap](https://github.com/deepfakes/faceswap) | 42070 | 11879 | Python | 14 | Deepfakes Software For All | 2022-08-22T20:31:55Z |
| 16 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 40382 | 10895 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-08-21T14:43:00Z |
| 17 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 36160 | 6662 | Python | 67 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-08-15T01:01:50Z |
| 18 | [openpilot](https://github.com/commaai/openpilot) | 35624 | 6535 | Python | 172 | 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. | 2022-08-23T03:02:24Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 35185 | 4767 | Python | 194 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-08-08T19:21:39Z |
| 20 | [python-patterns](https://github.com/faif/python-patterns) | 34869 | 6539 | Python | 11 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 21 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 34443 | 7932 | 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。 | 2022-08-23T02:41:47Z |
| 22 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 34357 | 7804 | Python | 436 | DeepFaceLab is the leading software for creating deepfakes. | 2022-08-18T09:02:03Z |
| 23 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34007 | 9157 | Python | 27 | 2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2021-08-25T13:19:16Z |
| 24 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33210 | 19271 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 33045 | 6980 | Python | 45 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 26 | [sentry](https://github.com/getsentry/sentry) | 31811 | 3559 | Python | 439 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-08-23T02:33:18Z |
| 27 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 31539 | 2508 | Python | 51 | What the f*ck Python? 😱 | 2022-06-03T14:19:30Z |
| 28 | [XX-Net](https://github.com/XX-net/XX-Net) | 31334 | 7772 | Python | 7822 | A proxy tool to bypass GFW. | 2022-07-24T01:58:27Z |
| 29 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 30543 | 2415 | Python | 632 | A youtube-dl fork with additional features and fixes | 2022-08-22T20:04:12Z |
| 30 | [cheat.sh](https://github.com/chubin/cheat.sh) | 30087 | 1516 | Python | 91 | the only cheat sheet you need | 2022-08-10T02:36:19Z |
| 31 | [yolov5](https://github.com/ultralytics/yolov5) | 30041 | 10725 | Python | 271 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-08-23T02:06:23Z |
| 32 | [certbot](https://github.com/certbot/certbot) | 29193 | 3254 | Python | 537 | 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. | 2022-08-22T22:52:26Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 29109 | 6597 | Python | 595 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 34 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 28445 | 3460 | Python | 239 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-08-22T14:04:12Z |
| 35 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 28400 | 6090 | 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 | 2022-08-21T19:31:40Z |
| 36 | [airflow](https://github.com/apache/airflow) | 27109 | 11087 | Python | 702 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-08-23T02:36:57Z |
| 37 | [HanLP](https://github.com/hankcs/HanLP) | 26699 | 7297 | Python | 3 | 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 | 2022-08-12T05:30:27Z |
| 38 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26014 | 4204 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-07-17T15:56:54Z |
| 39 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 24481 | 7353 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-06-26T11:48:37Z |
| 40 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 24400 | 4947 | Python | 50 | Automatic SQL injection and database takeover tool | 2022-08-22T14:25:59Z |
| 41 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24190 | 2770 | Python | 8 | A code-completion engine for Vim | 2022-08-21T13:05:02Z |
| 42 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 24112 | 4955 | Python | 1327 | 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) | 2022-08-23T02:57:21Z |
| 43 | [spaCy](https://github.com/explosion/spaCy) | 24005 | 3913 | Python | 73 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-08-23T01:34:16Z |
| 44 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23972 | 6271 | Python | 99 | Web APIs for Django. 🎸 | 2022-08-22T11:32:54Z |
| 45 | [MockingBird](https://github.com/babysor/MockingBird) | 23779 | 3497 | Python | 299 | 🚀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 | 2022-08-20T00:57:16Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23501 | 7233 | 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 |
| 47 | [httpie](https://github.com/httpie/httpie) | 23229 | 3695 | Python | 110 | 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 | 2022-08-10T16:13:49Z |
| 48 | [tqdm](https://github.com/tqdm/tqdm) | 22758 | 1156 | Python | 289 | A Fast, Extensible Progress Bar for Python and CLI | 2022-08-21T02:59:38Z |
| 49 | [Depix](https://github.com/beurtschipper/Depix) | 22648 | 2746 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-07-28T07:40:39Z |
| 50 | [ItChat](https://github.com/littlecodersh/ItChat) | 22403 | 5262 | Python | 237 | 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 |
| 51 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22069 | 10997 | Python | 1774 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-08-17T18:45:40Z |
| 52 | [ray](https://github.com/ray-project/ray) | 21662 | 3809 | Python | 2412 | 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. | 2022-08-23T00:22:22Z |
| 53 | [redash](https://github.com/getredash/redash) | 21588 | 3776 | Python | 488 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-08-18T08:02:54Z |
| 54 | [algorithms](https://github.com/keon/algorithms) | 21450 | 4379 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-08-19T19:13:42Z |
| 55 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21343 | 4198 | 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. | 2022-06-13T17:07:27Z |
| 56 | [hosts](https://github.com/StevenBlack/hosts) | 21322 | 1854 | Python | 31 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-08-20T18:13:05Z |
| 57 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 21275 | 3210 | Python | 138 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-08-17T05:49:58Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 21231 | 1321 | Python | 222 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-08-21T16:05:43Z |
| 59 | [algo](https://github.com/wangzheng0822/algo) | 21194 | 6797 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-08-04T10:12:57Z |
| 60 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20774 | 3489 | Python | 31 | 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. | 2022-08-18T10:01:28Z |