Github-Ranking/Top100/Python.md

[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) | 196190 | 22611 | Python | 1 | A collective list of free APIs | 2022-06-11T06:29:56Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 183736 | 33449 | Python | 160 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-06-13T05:47:46Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 119785 | 45781 | Python | 466 | Python - 100天从新手到大师 | 2022-04-24T01:41:14Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 110746 | 7840 | Python | 3828 | Command-line program to download videos from YouTube.com and other video sites | 2022-06-12T13:24:31Z |
| 5 | [models](https://github.com/tensorflow/models) | 73819 | 45900 | Python | 1160 | Models and examples built with TensorFlow | 2022-06-13T20:25:06Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 71635 | 3212 | Python | 200 | Magnificent app which corrects your previous console command. | 2022-06-13T21:29:15Z |
| 7 | [flask](https://github.com/pallets/flask) | 59250 | 15108 | Python | 6 | The Python micro framework for building web applications. | 2022-06-13T13:08:50Z |
| 8 | [keras](https://github.com/keras-team/keras) | 55423 | 19112 | Python | 253 | Deep Learning for humans | 2022-06-13T21:02:23Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54569 | 13369 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-06-07T18:19:33Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 53449 | 21998 | Python | 760 | 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. | 2022-06-13T21:58:41Z |
| 11 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 50417 | 23095 | Python | 1569 | scikit-learn: machine learning in Python | 2022-06-14T00:30:16Z |
| 12 | [fastapi](https://github.com/tiangolo/fastapi) | 46173 | 3588 | Python | 1052 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-06-13T20:30:42Z |
| 13 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44858 | 12309 | Python | 654 | The world's simplest facial recognition api for Python and the command line | 2022-06-10T09:12:19Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 43729 | 9645 | Python | 503 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-06-13T19:34:19Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42470 | 2028 | Python | 56 | 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 |
| 16 | [localstack](https://github.com/localstack/localstack) | 41521 | 3090 | Python | 315 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-06-13T19:20:45Z |
| 17 | [faceswap](https://github.com/deepfakes/faceswap) | 41354 | 11733 | Python | 19 | Deepfakes Software For All | 2022-06-13T00:01:48Z |
| 18 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 38192 | 10382 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-06-14T02:18:25Z |
| 19 | [rich](https://github.com/Textualize/rich) | 37979 | 1259 | Python | 47 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-06-09T22:13:37Z |
| 20 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 35152 | 6503 | Python | 55 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-06-08T13:55:44Z |
| 21 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 34236 | 4667 | Python | 191 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-06-13T20:14:58Z |
| 22 | [pandas](https://github.com/pandas-dev/pandas) | 34181 | 14531 | Python | 3402 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-06-14T02:30:31Z |
| 23 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33774 | 9110 | 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 | [python-patterns](https://github.com/faif/python-patterns) | 33603 | 6412 | Python | 10 | A collection of design patterns/idioms in Python | 2022-06-02T21:20:23Z |
| 25 | [ailearning](https://github.com/apachecn/ailearning) | 33447 | 10865 | 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 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33195 | 19325 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 27 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 33157 | 7573 | Python | 423 | DeepFaceLab is the leading software for creating deepfakes. | 2022-05-23T01:20:39Z |
| 28 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 33022 | 7707 | 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。 | 2022-06-13T11:36:14Z |
| 29 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32604 | 6941 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 30 | [XX-Net](https://github.com/XX-net/XX-Net) | 31251 | 7799 | Python | 7808 | A proxy tool to bypass GFW. | 2022-06-12T00:09:53Z |
| 31 | [cheat.sh](https://github.com/chubin/cheat.sh) | 29406 | 1483 | Python | 88 | the only cheat sheet you need | 2022-05-29T10:34:54Z |
| 32 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29306 | 5350 | Python | 7 | Comprehensive Python Cheatsheet | 2022-06-11T00:15:15Z |
| 33 | [certbot](https://github.com/certbot/certbot) | 28989 | 3230 | Python | 534 | 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. | 2022-06-13T18:38:01Z |
| 34 | [jieba](https://github.com/fxsjy/jieba) | 28740 | 6566 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 35 | [black](https://github.com/psf/black) | 27977 | 1771 | Python | 324 | The uncompromising Python code formatter | 2022-06-13T14:02:40Z |
| 36 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 27872 | 3383 | Python | 245 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-06-13T01:19:35Z |
| 37 | [yolov5](https://github.com/ultralytics/yolov5) | 27367 | 9774 | Python | 272 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-06-13T15:58:56Z |
| 38 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 26826 | 2081 | Python | 559 | A youtube-dl fork with additional features and fixes | 2022-06-14T01:26:30Z |
| 39 | [linux-insides](https://github.com/0xAX/linux-insides) | 26419 | 2993 | Python | 41 | A little bit about a linux kernel | 2022-06-10T20:40:28Z |
| 40 | [HanLP](https://github.com/hankcs/HanLP) | 26136 | 7083 | 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 | 2022-06-14T02:49:46Z |
| 41 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25578 | 4136 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 42 | [Python](https://github.com/geekcomputers/Python) | 25550 | 10927 | Python | 161 | My Python Examples | 2022-06-13T17:27:16Z |
| 43 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 25528 | 5352 | Python | 17 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-06-03T16:40:22Z |
| 44 | [Detectron](https://github.com/facebookresearch/Detectron) | 25194 | 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 |
| 45 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24010 | 2765 | Python | 8 | A code-completion engine for Vim | 2022-06-11T14:14:16Z |
| 46 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23901 | 7256 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 47 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23733 | 4876 | Python | 48 | Automatic SQL injection and database takeover tool | 2022-06-13T02:41:56Z |
| 48 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23195 | 7172 | Python | 10 | 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 |
| 49 | [pipenv](https://github.com/pypa/pipenv) | 23037 | 1746 | Python | 428 |  Python Development Workflow for Humans. | 2022-06-07T20:21:24Z |
| 50 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 22664 | 4630 | Python | 1068 | 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) | 2022-06-14T02:57:40Z |
| 51 | [python-fire](https://github.com/google/python-fire) | 22554 | 1303 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-06-07T06:13:16Z |
| 52 | [Depix](https://github.com/beurtschipper/Depix) | 22399 | 2705 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-05-03T15:33:48Z |
| 53 | [ItChat](https://github.com/littlecodersh/ItChat) | 22233 | 5248 | Python | 234 | 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 |
| 54 | [tqdm](https://github.com/tqdm/tqdm) | 22183 | 1123 | Python | 282 | A Fast, Extensible Progress Bar for Python and CLI | 2022-06-12T04:01:44Z |
| 55 | [httpie](https://github.com/httpie/httpie) | 21991 | 3674 | Python | 103 | 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 | 2022-06-09T17:04:07Z |
| 56 | [MockingBird](https://github.com/babysor/MockingBird) | 21966 | 3179 | Python | 250 | 🚀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 | 2022-06-09T03:59:43Z |
| 57 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21824 | 10892 | Python | 1757 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-06-06T02:34:51Z |
| 58 | [redash](https://github.com/getredash/redash) | 21223 | 3703 | Python | 490 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-06-08T12:39:41Z |
| 59 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21147 | 4166 | 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 |
| 60 | [algorithms](https://github.com/keon/algorithms) | 21078 | 4325 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-05-23T03:30:19Z |