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) | 160228 | 18102 | Python | 4 | A collective list of free APIs | 2021-09-27T01:10:35Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 145167 | 26772 | Python | 121 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-09-24T02:29:55Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 118599 | 31717 | Python | 6 | All Algorithms implemented in Python | 2021-09-26T16:45:53Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 108737 | 42872 | Python | 425 | Python - 100天从新手到大师 | 2021-09-23T02:31:52Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 102940 | 19911 | Python | 5 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-09-26T11:36:51Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 100630 | 6002 | Python | 3850 | Command-line program to download videos from YouTube.com and other video sites | 2021-09-26T19:08:53Z |
| 7 | [models](https://github.com/tensorflow/models) | 71413 | 44867 | Python | 1072 | Models and examples built with TensorFlow | 2021-09-25T07:04:08Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 64003 | 2977 | Python | 178 | Magnificent app which corrects your previous console command. | 2021-09-17T06:06:39Z |
| 9 | [django](https://github.com/django/django) | 59834 | 25519 | Python | 0 | The Web framework for perfectionists with deadlines. | 2021-09-26T14:33:56Z |
| 10 | [flask](https://github.com/pallets/flask) | 56726 | 14599 | Python | 18 | The Python micro framework for building web applications. | 2021-09-23T01:23:14Z |
| 11 | [keras](https://github.com/keras-team/keras) | 52674 | 18813 | Python | 294 | Deep Learning for humans | 2021-09-26T23:34:26Z |
| 12 | [httpie](https://github.com/httpie/httpie) | 52093 | 3365 | Python | 114 | 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 | 2021-09-24T08:38:26Z |
| 13 | [transformers](https://github.com/huggingface/transformers) | 51794 | 12292 | Python | 327 | 🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX. | 2021-09-27T02:39:52Z |
| 14 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 51439 | 12748 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-09-22T13:35:40Z |
| 15 | [ansible](https://github.com/ansible/ansible) | 49943 | 21096 | Python | 1061 | 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. | 2021-09-26T21:48:04Z |
| 16 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 47325 | 21988 | Python | 1664 | scikit-learn: machine learning in Python | 2021-09-27T02:52:02Z |
| 17 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 47003 | 6835 | Python | 9 | :octocat: 分享 GitHub 上有趣、入门级的开源项目 | 2021-09-23T05:24:20Z |
| 18 | [requests](https://github.com/psf/requests) | 46079 | 8458 | Python | 202 | A simple, yet elegant HTTP library. | 2021-09-23T04:00:42Z |
| 19 | [scrapy](https://github.com/scrapy/scrapy) | 41657 | 9327 | Python | 485 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-09-26T11:41:27Z |
| 20 | [face_recognition](https://github.com/ageitgey/face_recognition) | 41590 | 11565 | Python | 621 | The world's simplest facial recognition api for Python and the command line | 2021-09-08T15:38:51Z |
| 21 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 41181 | 1946 | Python | 51 | 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. | 2021-08-17T00:23:33Z |
| 22 | [superset](https://github.com/apache/superset) | 40625 | 7922 | Python | 1082 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-09-27T02:17:29Z |
| 23 | [cpython](https://github.com/python/cpython) | 40386 | 20213 | Python | 0 | The Python programming language | 2021-09-27T01:09:00Z |
| 24 | [faceswap](https://github.com/deepfakes/faceswap) | 38484 | 11198 | Python | 13 | Deepfakes Software For All | 2021-09-07T23:23:21Z |
| 25 | [manim](https://github.com/3b1b/manim) | 37467 | 4320 | Python | 303 | Animation engine for explanatory math videos | 2021-09-15T16:31:34Z |
| 26 | [fastapi](https://github.com/tiangolo/fastapi) | 36177 | 2633 | Python | 765 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-09-25T08:04:44Z |
| 27 | [localstack](https://github.com/localstack/localstack) | 34222 | 2670 | Python | 323 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-09-26T19:50:27Z |
| 28 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33060 | 19504 | Python | 0 | None | 2021-02-28T20:39:55Z |
| 29 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 32439 | 8796 | Python | 24 | 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 |
| 30 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 31880 | 4299 | Python | 188 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-09-13T13:17:39Z |
| 31 | [AiLearning](https://github.com/apachecn/AiLearning) | 31285 | 10381 | Python | 3 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-09-07T15:30:07Z |
| 32 | [pandas](https://github.com/pandas-dev/pandas) | 31139 | 13214 | Python | 3381 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-09-27T02:57:28Z |
| 33 | [XX-Net](https://github.com/XX-net/XX-Net) | 30842 | 7826 | Python | 7716 | A proxy tool to bypass GFW. | 2021-09-19T05:30:43Z |
| 34 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 30430 | 6602 | Python | 43 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-07-27T08:05:41Z |
| 35 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 30293 | 8342 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-09-26T20:17:13Z |
| 36 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 30133 | 5459 | Python | 11 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-09-25T16:57:12Z |
| 37 | [rich](https://github.com/willmcgugan/rich) | 29321 | 913 | Python | 9 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-09-24T12:56:37Z |
| 38 | [python-patterns](https://github.com/faif/python-patterns) | 29307 | 6005 | Python | 12 | A collection of design patterns/idioms in Python | 2021-07-07T18:19:13Z |
| 39 | [bert](https://github.com/google-research/bert) | 29200 | 8237 | Python | 729 | TensorFlow code and pre-trained models for BERT | 2021-09-11T19:02:31Z |
| 40 | [sentry](https://github.com/getsentry/sentry) | 29071 | 3239 | Python | 265 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-09-27T01:11:55Z |
| 41 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 29000 | 6503 | Python | 333 | DeepFaceLab is the leading software for creating deepfakes. | 2021-09-10T20:00:17Z |
| 42 | [certbot](https://github.com/certbot/certbot) | 28328 | 3128 | Python | 509 | 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. | 2021-09-26T13:35:43Z |
| 43 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 27369 | 2296 | Python | 41 | What the f*ck Python? 😱 | 2021-08-31T10:53:34Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 27132 | 1350 | Python | 87 | the only cheat sheet you need | 2021-06-17T19:28:23Z |
| 45 | [sherlock](https://github.com/sherlock-project/sherlock) | 27115 | 2903 | Python | 63 | 🔎 Hunt down social media accounts by username across social networks | 2021-09-24T14:53:20Z |
| 46 | [jieba](https://github.com/fxsjy/jieba) | 27042 | 6356 | Python | 571 | 结巴中文分词 | 2021-07-25T14:17:48Z |
| 47 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 25811 | 6254 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。 | 2021-09-26T23:39:05Z |
| 48 | [gym](https://github.com/openai/gym) | 25322 | 7242 | Python | 91 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-09-26T21:53:36Z |
| 49 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 25186 | 4616 | Python | 5 | Comprehensive Python Cheatsheet | 2021-08-21T17:57:20Z |
| 50 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 24734 | 3069 | Python | 230 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-09-26T14:51:19Z |
| 51 | [Detectron](https://github.com/facebookresearch/Detectron) | 24657 | 5358 | Python | 302 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 52 | [Python](https://github.com/geekcomputers/Python) | 23832 | 10362 | Python | 132 | My Python Examples | 2021-09-26T19:27:28Z |
| 53 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 23765 | 3854 | Python | 31 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 54 | [HanLP](https://github.com/hankcs/HanLP) | 23756 | 6327 | Python | 4 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 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 | 2021-09-18T19:02:34Z |
| 55 | [linux-insides](https://github.com/0xAX/linux-insides) | 23637 | 2731 | Python | 41 | A little bit about a linux kernel | 2021-09-07T08:44:09Z |
| 56 | [compose](https://github.com/docker/compose) | 23461 | 3950 | Python | 491 | Define and run multi-container applications with Docker | 2021-09-25T21:41:54Z |
| 57 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23283 | 2700 | Python | 29 | A code-completion engine for Vim | 2021-09-19T08:55:59Z |
| 58 | [airflow](https://github.com/apache/airflow) | 23200 | 9280 | Python | 815 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-09-27T01:30:43Z |
| 59 | [odoo](https://github.com/odoo/odoo) | 22552 | 15015 | Python | 1797 | Odoo. Open Source Apps To Grow Your Business. | 2021-09-26T22:50:51Z |
| 60 | [black](https://github.com/psf/black) | 22475 | 1453 | Python | 310 | The uncompromising Python code formatter | 2021-09-26T14:45:19Z |
| 61 | [pipenv](https://github.com/pypa/pipenv) | 22299 | 1658 | Python | 547 |  Python Development Workflow for Humans. | 2021-09-26T23:13:06Z |
| 62 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 21924 | 5874 | Python | 119 | Web APIs for Django. 🎸 | 2021-09-25T22:59:54Z |
| 63 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 21844 | 6740 | Python | 60 | PyTorch Tutorial for Deep Learning Researchers | 2021-09-16T13:34:40Z |
| 64 | [ItChat](https://github.com/littlecodersh/ItChat) | 21748 | 5137 | Python | 226 | 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 |
| 65 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 21620 | 6759 | 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. | 2021-05-13T20:42:35Z |
| 66 | [algo](https://github.com/trailofbits/algo) | 21553 | 1871 | Python | 96 | Set up a personal VPN in the cloud | 2021-09-08T22:29:30Z |
| 67 | [spaCy](https://github.com/explosion/spaCy) | 21366 | 3587 | Python | 80 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-09-24T14:51:46Z |
| 68 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 21205 | 4487 | Python | 48 | Automatic SQL injection and database takeover tool | 2021-09-25T23:10:07Z |
| 69 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 20627 | 10126 | Python | 1659 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-09-22T08:59:20Z |
| 70 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 20227 | 3951 | Python | 27 | 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. | 2021-06-28T14:08:14Z |
| 71 | [python-fire](https://github.com/google/python-fire) | 20167 | 1193 | Python | 93 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-09-24T09:04:52Z |
| 72 | [Depix](https://github.com/beurtschipper/Depix) | 20040 | 2363 | Python | 0 | Recovers passwords from pixelized screenshots | 2021-03-27T16:03:45Z |
| 73 | [algorithms](https://github.com/keon/algorithms) | 19779 | 4057 | Python | 50 | Minimal examples of data structures and algorithms in Python | 2021-09-25T17:56:23Z |
| 74 | [algo](https://github.com/wangzheng0822/algo) | 19631 | 6311 | Python | 96 | 数据结构和算法必知必会的50个代码实现 | 2021-05-28T07:46:21Z |
| 75 | [redash](https://github.com/getredash/redash) | 19548 | 3409 | Python | 458 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-09-24T23:13:30Z |
| 76 | [tqdm](https://github.com/tqdm/tqdm) | 19538 | 1014 | Python | 259 | A Fast, Extensible Progress Bar for Python and CLI | 2021-09-26T02:30:32Z |
| 77 | [glances](https://github.com/nicolargo/glances) | 19228 | 1237 | Python | 206 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-09-26T16:03:15Z |
| 78 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 19121 | 3273 | Python | 28 | 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. | 2021-09-24T08:47:29Z |
| 79 | [hosts](https://github.com/StevenBlack/hosts) | 18773 | 1665 | Python | 31 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-09-24T23:04:02Z |
| 80 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 18422 | 1321 | Python | 11 | Guide to securing and improving privacy on macOS | 2021-09-10T20:15:21Z |
| 81 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 18407 | 2582 | Python | 28 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-09-24T18:40:11Z |
| 82 | [numpy](https://github.com/numpy/numpy) | 18308 | 5937 | Python | 2109 | The fundamental package for scientific computing with Python. | 2021-09-26T18:14:37Z |
| 83 | [detectron2](https://github.com/facebookresearch/detectron2) | 18078 | 4810 | Python | 120 | Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks. | 2021-09-26T16:23:23Z |
| 84 | [celery](https://github.com/celery/celery) | 17971 | 4089 | Python | 475 | Distributed Task Queue (development branch) | 2021-09-26T16:28:57Z |
| 85 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 17900 | 578 | Python | 69 | 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. | 2021-09-08T03:42:11Z |
| 86 | [ray](https://github.com/ray-project/ray) | 17533 | 2944 | Python | 1678 | 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. | 2021-09-27T00:27:52Z |
| 87 | [spleeter](https://github.com/deezer/spleeter) | 17523 | 1843 | Python | 92 | Deezer source separation library including pretrained models. | 2021-09-03T09:59:00Z |
| 88 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 17309 | 4694 | Python | 42 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-09-26T11:35:56Z |
| 89 | [locust](https://github.com/locustio/locust) | 17181 | 2242 | Python | 23 | Scalable user load testing tool written in Python | 2021-09-25T16:41:36Z |
| 90 | [magenta](https://github.com/magenta/magenta) | 17000 | 3511 | Python | 286 | Magenta: Music and Art Generation with Machine Intelligence | 2021-08-12T18:40:53Z |
| 91 | [jumpserver](https://github.com/jumpserver/jumpserver) | 16989 | 4361 | Python | 114 | 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。 | 2021-09-26T08:29:05Z |
| 92 | [examples](https://github.com/pytorch/examples) | 16986 | 7915 | Python | 246 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-09-16T23:40:34Z |
| 93 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 16897 | 3214 | Python | 11 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2021-09-26T22:19:35Z |
| 94 | [yolov5](https://github.com/ultralytics/yolov5) | 16574 | 5754 | Python | 228 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2021-09-27T02:16:41Z |
| 95 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 16561 | 3312 | Python | 862 | 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） | 2021-09-26T14:33:25Z |
| 96 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 16560 | 5849 | Python | 254 | OpenMMLab Detection Toolbox and Benchmark | 2021-09-27T03:03:14Z |
| 97 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 16549 | 4027 | Python | 2061 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2021-09-27T03:01:27Z |
| 98 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 16466 | 3497 | Python | 26 | We have made you a wrapper you can't refuse | 2021-09-24T05:55:23Z |
| 99 | [poetry](https://github.com/python-poetry/poetry) | 16460 | 1346 | Python | 1038 | Python dependency management and packaging made easy. | 2021-09-26T05:57:18Z |
| 100 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 16396 | 1675 | Python | 11 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-09-06T11:20:13Z |