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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 115454 | 20846 | Python | 168 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-11-29T17:54:09Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 104479 | 12740 | Python | 213 | A collective list of free APIs for use in software and web development. | 2020-12-17T05:56:13Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 97144 | 38976 | Python | 513 | Python - 100天从新手到大师 | 2020-12-17T08:45:16Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 91343 | 17914 | Python | 110 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-12-17T06:10:58Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 85364 | 3005 | Python | 3933 | Command-line program to download videos from YouTube.com and other video sites | 2020-12-17T17:18:50Z |
| 6 | [models](https://github.com/tensorflow/models) | 67675 | 43135 | Python | 1038 | Models and examples built with TensorFlow | 2020-12-18T00:19:55Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 57932 | 2799 | Python | 246 | Magnificent app which corrects your previous console command. | 2020-11-18T09:43:13Z |
| 8 | [django](https://github.com/django/django) | 54261 | 23370 | Python | 176 | The Web framework for perfectionists with deadlines. | 2020-12-17T23:29:40Z |
| 9 | [flask](https://github.com/pallets/flask) | 53197 | 14020 | Python | 22 | The Python micro framework for building web applications. | 2020-12-09T06:12:49Z |
| 10 | [keras](https://github.com/keras-team/keras) | 50330 | 18684 | Python | 3128 | Deep Learning for humans | 2020-12-17T23:05:06Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 47614 | 11940 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-12-14T21:54:45Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 46038 | 19982 | Python | 1991 | 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. | 2020-12-17T23:16:52Z |
| 13 | [requests](https://github.com/psf/requests) | 44158 | 8042 | Python | 298 | A simple, yet elegant HTTP library. | 2020-12-16T19:39:47Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 43409 | 20747 | Python | 2299 | scikit-learn: machine learning in Python | 2020-12-18T02:51:01Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 39214 | 8948 | Python | 749 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-12-17T21:48:32Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38796 | 1743 | Python | 73 | 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. | 2020-10-06T11:10:54Z |
| 17 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 35535 | 5299 | Python | 28 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-12-07T09:00:36Z |
| 18 | [cpython](https://github.com/python/cpython) | 35106 | 17199 | Python | 1410 | The Python programming language | 2020-12-18T00:54:25Z |
| 19 | [faceswap](https://github.com/deepfakes/faceswap) | 33618 | 10421 | Python | 11 | Deepfakes Software For All | 2020-12-15T22:45:32Z |
| 20 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32891 | 19679 | Python | 448 | None | 2019-11-06T02:01:03Z |
| 21 | [incubator-superset](https://github.com/apache/incubator-superset) | 31567 | 6506 | Python | 463 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-12-18T02:52:49Z |
| 22 | [XX-Net](https://github.com/XX-net/XX-Net) | 30507 | 7859 | Python | 7662 | A proxy tool to bypass GFW. | 2020-10-09T09:04:52Z |
| 23 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29716 | 8147 | Python | 22 | 2020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。 | 2020-10-17T02:49:24Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29443 | 3922 | Python | 178 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-12-17T04:17:27Z |
| 25 | [manim](https://github.com/3b1b/manim) | 29013 | 3699 | Python | 331 | Animation engine for explanatory math videos | 2020-12-04T16:26:20Z |
| 26 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28906 | 6372 | Python | 76 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-12-16T05:35:18Z |
| 27 | [AiLearning](https://github.com/apachecn/AiLearning) | 28322 | 9642 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-12-02T13:36:04Z |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 27680 | 11561 | Python | 3578 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-12-18T01:09:06Z |
| 29 | [certbot](https://github.com/certbot/certbot) | 27489 | 3022 | Python | 566 | 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. | 2020-12-18T01:35:36Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 26795 | 3040 | Python | 316 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-12-18T02:51:39Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 26557 | 5542 | Python | 11 | A collection of design patterns/idioms in Python | 2020-10-14T21:02:45Z |
| 32 | [bert](https://github.com/google-research/bert) | 26195 | 7429 | Python | 764 | TensorFlow code and pre-trained models for BERT | 2020-12-12T19:54:13Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 25001 | 6027 | Python | 589 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 34 | [fastapi](https://github.com/tiangolo/fastapi) | 24605 | 1674 | Python | 589 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-12-17T20:09:21Z |
| 35 | [Detectron](https://github.com/facebookresearch/Detectron) | 23973 | 5275 | Python | 315 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 36 | [gym](https://github.com/openai/gym) | 22931 | 6532 | Python | 220 | A toolkit for developing and comparing reinforcement learning algorithms. | 2020-12-18T00:03:09Z |
| 37 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22802 | 2039 | Python | 40 | What the f*ck Python? | 2020-12-03T06:22:18Z |
| 38 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 22352 | 5125 | Python | 214 | DeepFaceLab is the leading software for creating deepfakes. | 2020-12-17T15:37:33Z |
| 39 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22274 | 2580 | Python | 32 | A code-completion engine for Vim | 2020-12-16T11:24:30Z |
| 40 | [linux-insides](https://github.com/0xAX/linux-insides) | 22090 | 2507 | Python | 43 | A little bit about a linux kernel | 2020-12-17T10:02:22Z |
| 41 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 21831 | 4204 | Python | 9 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-11-25T22:34:16Z |
| 42 | [HanLP](https://github.com/hankcs/HanLP) | 21573 | 5838 | Python | 16 | 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 | 2020-12-17T18:12:50Z |
| 43 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21479 | 3410 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 44 | [compose](https://github.com/docker/compose) | 21405 | 3524 | Python | 461 | Define and run multi-container applications with Docker | 2020-12-17T00:45:09Z |
| 45 | [pipenv](https://github.com/pypa/pipenv) | 21333 | 1570 | Python | 471 |  Python Development Workflow for Humans. | 2020-12-16T21:44:36Z |
| 46 | [ItChat](https://github.com/littlecodersh/ItChat) | 21050 | 4934 | Python | 230 | 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。 | 2020-11-22T19:12:56Z |
| 47 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 20963 | 2691 | Python | 293 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-12-18T02:08:23Z |
| 48 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 19944 | 6343 | Python | 15 | 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. | 2020-10-01T08:40:00Z |
| 49 | [Python](https://github.com/geekcomputers/Python) | 19833 | 9370 | Python | 190 | My Python Examples | 2020-12-15T19:45:33Z |
| 50 | [algo](https://github.com/trailofbits/algo) | 19763 | 1700 | Python | 77 | Set up a personal VPN in the cloud | 2020-12-12T15:37:36Z |
| 51 | [airflow](https://github.com/apache/airflow) | 19621 | 7631 | Python | 928 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-12-18T02:32:34Z |
| 52 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19497 | 5034 | Python | 10 | 《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140所大学采用教学。 | 2020-12-16T15:05:36Z |
| 53 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19109 | 6095 | Python | 74 | PyTorch Tutorial for Deep Learning Researchers | 2020-10-20T13:25:13Z |
| 54 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19052 | 9062 | Python | 1595 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-11-22T06:26:56Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 18936 | 4110 | Python | 46 | Automatic SQL injection and database takeover tool | 2020-12-17T12:50:39Z |
| 56 | [black](https://github.com/psf/black) | 18880 | 1198 | Python | 372 | The uncompromising Python code formatter | 2020-12-15T18:47:58Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18602 | 3609 | Python | 34 | 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. | 2020-11-07T03:53:12Z |
| 58 | [algorithms](https://github.com/keon/algorithms) | 18414 | 3767 | Python | 147 | Minimal examples of data structures and algorithms in Python | 2020-12-17T14:23:34Z |
| 59 | [python-fire](https://github.com/google/python-fire) | 18372 | 1109 | Python | 83 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-12-17T18:55:53Z |
| 60 | [sherlock](https://github.com/sherlock-project/sherlock) | 18251 | 1892 | Python | 62 | 🔎 Hunt down social media accounts by username across social networks | 2020-12-16T07:59:43Z |
| 61 | [rich](https://github.com/willmcgugan/rich) | 17870 | 506 | Python | 13 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-12-17T20:03:04Z |
| 62 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 17688 | 3392 | Python | 23 | Comprehensive Python Cheatsheet | 2020-12-14T23:40:51Z |
| 63 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17546 | 1233 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 64 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17455 | 2993 | Python | 39 | 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. | 2020-12-14T01:58:50Z |
| 65 | [glances](https://github.com/nicolargo/glances) | 17310 | 1132 | Python | 189 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-12-13T21:21:03Z |
| 66 | [tqdm](https://github.com/tqdm/tqdm) | 16720 | 865 | Python | 272 | A Fast, Extensible Progress Bar for Python and CLI | 2020-12-17T12:54:39Z |
| 67 | [hosts](https://github.com/StevenBlack/hosts) | 16609 | 1492 | Python | 37 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2020-12-14T16:27:57Z |
| 68 | [magenta](https://github.com/magenta/magenta) | 16076 | 3281 | Python | 286 | Magenta: Music and Art Generation with Machine Intelligence | 2020-12-03T14:10:02Z |
| 69 | [numpy](https://github.com/numpy/numpy) | 15751 | 5110 | Python | 2232 | The fundamental package for scientific computing with Python. | 2020-12-18T02:39:43Z |
| 70 | [reddit](https://github.com/reddit-archive/reddit) | 15573 | 2861 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 71 | [spleeter](https://github.com/deezer/spleeter) | 15032 | 1522 | Python | 88 | Deezer source separation library including pretrained models. | 2020-12-11T12:05:57Z |
| 72 | [examples](https://github.com/pytorch/examples) | 14982 | 7025 | Python | 284 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-12-11T01:05:42Z |
| 73 | [professional-programming](https://github.com/charlax/professional-programming) | 14778 | 1322 | Python | 0 | A collection of full-stack resources for programmers. | 2020-11-22T14:42:46Z |
| 74 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 14628 | 431 | Python | 50 | 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. | 2020-11-29T14:44:40Z |
| 75 | [toml](https://github.com/toml-lang/toml) | 14585 | 715 | Python | 38 | Tom's Obvious, Minimal Language | 2020-12-15T02:10:30Z |
| 76 | [locust](https://github.com/locustio/locust) | 14577 | 1989 | Python | 38 | Scalable user load testing tool written in Python | 2020-12-17T17:50:37Z |
| 77 | [ipython](https://github.com/ipython/ipython) | 14538 | 4129 | Python | 1440 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-12-17T14:51:53Z |
| 78 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14456 | 1511 | Python | 24 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-12-11T23:05:14Z |
| 79 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 14445 | 2125 | Python | 39 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-12-06T14:15:19Z |
| 80 | [bokeh](https://github.com/bokeh/bokeh) | 14397 | 3601 | Python | 603 | Interactive Data Visualization in the browser, from  Python | 2020-12-18T01:45:30Z |
| 81 | [sanic](https://github.com/huge-success/sanic) | 14359 | 1306 | Python | 66 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-12-18T02:38:03Z |
| 82 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14160 | 2544 | Python | 671 | Automated nginx proxy for Docker containers using docker-gen | 2020-12-13T00:25:11Z |
| 83 | [ray](https://github.com/ray-project/ray) | 14110 | 2247 | Python | 1198 | 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. | 2020-12-18T02:32:56Z |
| 84 | [detectron2](https://github.com/facebookresearch/detectron2) | 14087 | 3554 | Python | 91 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2020-12-18T00:28:20Z |
| 85 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14066 | 877 | Python | 16 | Never use print for debugging again | 2020-12-05T14:10:17Z |
| 86 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13894 | 4553 | Python | 32 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 87 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13819 | 4160 | Python | 303 | Image-to-Image Translation in PyTorch | 2020-11-19T13:38:13Z |
| 88 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13582 | 3364 | Python | 2330 | 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） | 2020-12-18T02:56:01Z |
| 89 | [dash](https://github.com/plotly/dash) | 13533 | 1384 | Python | 395 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2020-12-17T22:17:31Z |
| 90 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13447 | 1385 | Python | 188 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2020-12-14T11:30:55Z |
| 91 | [wttr.in](https://github.com/chubin/wttr.in) | 13400 | 670 | Python | 140 | :partly_sunny: The right way to check the weather | 2020-11-26T18:21:33Z |
| 92 | [poetry](https://github.com/python-poetry/poetry) | 13211 | 1043 | Python | 961 | Python dependency management and packaging made easy. | 2020-12-17T16:57:47Z |
| 93 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13114 | 2750 | Python | 30 | We have made you a wrapper you can't refuse | 2020-12-17T18:30:22Z |
| 94 | [zipline](https://github.com/quantopian/zipline) | 12918 | 3693 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2020-12-17T19:07:14Z |
| 95 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 12900 | 4439 | Python | 389 | OpenMMLab Detection Toolbox and Benchmark | 2020-12-17T15:12:30Z |
| 96 | [zulip](https://github.com/zulip/zulip) | 12897 | 4167 | Python | 1839 | Zulip server and webapp - powerful open source team chat | 2020-12-18T03:01:04Z |
| 97 | [labelImg](https://github.com/tzutalin/labelImg) | 12801 | 4215 | Python | 262 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2020-12-10T02:18:29Z |
| 98 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12779 | 5541 | Python | 1659 | matplotlib: plotting with Python | 2020-12-18T01:47:39Z |
| 99 | [fabric](https://github.com/fabric/fabric) | 12624 | 1815 | Python | 435 | Simple, Pythonic remote execution and deployment. | 2020-12-17T16:22:43Z |
| 100 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12608 | 2775 | Python | 52 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2020-10-01T19:46:02Z |