[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) | 123837 | 22521 | Python | 183 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-03-14T22:21:40Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 112848 | 13984 | Python | 268 | A collective list of free APIs for use in software and web development. | 2021-03-14T15:12:11Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 101016 | 28734 | Python | 53 | All Algorithms implemented in Python | 2021-03-14T11:40:33Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 100576 | 40365 | Python | 544 | Python - 100天从新手到大师 | 2021-03-13T04:09:00Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 94880 | 18548 | Python | 139 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-03-11T19:32:58Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 91480 | 4355 | Python | 3963 | Command-line program to download videos from YouTube.com and other video sites | 2021-03-14T20:44:18Z |
| 7 | [models](https://github.com/tensorflow/models) | 69076 | 43697 | Python | 1107 | Models and examples built with TensorFlow | 2021-03-14T23:32:31Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 59278 | 2824 | Python | 253 | Magnificent app which corrects your previous console command. | 2021-03-13T13:24:54Z |
| 9 | [django](https://github.com/django/django) | 56175 | 24070 | Python | 167 | The Web framework for perfectionists with deadlines. | 2021-03-15T01:19:00Z |
| 10 | [flask](https://github.com/pallets/flask) | 54202 | 14161 | Python | 21 | The Python micro framework for building web applications. | 2021-03-11T11:19:43Z |
| 11 | [keras](https://github.com/keras-team/keras) | 50864 | 18727 | Python | 3230 | Deep Learning for humans | 2021-03-15T02:52:11Z |
| 12 | [httpie](https://github.com/httpie/httpie) | 50148 | 3260 | Python | 141 | 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 | 2021-02-27T16:54:56Z |
| 13 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 49348 | 12240 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-03-10T09:15:34Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 47224 | 20364 | Python | 1862 | 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. | 2021-03-14T22:11:18Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 44859 | 21198 | Python | 2359 | scikit-learn: machine learning in Python | 2021-03-14T21:42:39Z |
| 16 | [requests](https://github.com/psf/requests) | 44784 | 8185 | Python | 315 | A simple, yet elegant HTTP library. | 2021-03-08T09:35:41Z |
| 17 | [transformers](https://github.com/huggingface/transformers) | 42322 | 10205 | Python | 567 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-03-15T00:24:59Z |
| 18 | [scrapy](https://github.com/scrapy/scrapy) | 40049 | 9082 | Python | 792 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-03-12T18:08:56Z |
| 19 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40034 | 1834 | Python | 74 | 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. | 2021-02-22T01:19:23Z |
| 20 | [face_recognition](https://github.com/ageitgey/face_recognition) | 38939 | 10957 | Python | 589 | The world's simplest facial recognition api for Python and the command line | 2021-02-14T15:50:55Z |
| 21 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 38371 | 5666 | Python | 19 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2021-03-11T14:43:59Z |
| 22 | [cpython](https://github.com/python/cpython) | 36672 | 18072 | Python | 1478 | The Python programming language | 2021-03-15T02:21:00Z |
| 23 | [superset](https://github.com/apache/superset) | 35916 | 7016 | Python | 827 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-03-14T08:10:17Z |
| 24 | [faceswap](https://github.com/deepfakes/faceswap) | 34551 | 10671 | Python | 9 | Deepfakes Software For All | 2021-03-15T00:56:58Z |
| 25 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32962 | 19622 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 26 | [manim](https://github.com/3b1b/manim) | 31406 | 4005 | Python | 317 | Animation engine for explanatory math videos | 2021-03-08T13:56:01Z |
| 27 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30613 | 8402 | Python | 23 | 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。 | 2021-03-03T08:23:36Z |
| 28 | [XX-Net](https://github.com/XX-net/XX-Net) | 30591 | 7835 | Python | 7690 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 29 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30170 | 4046 | Python | 176 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-03-11T20:25:10Z |
| 30 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29476 | 6473 | Python | 83 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 31 | [AiLearning](https://github.com/apachecn/AiLearning) | 29145 | 9868 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 32 | [localstack](https://github.com/localstack/localstack) | 29083 | 2296 | Python | 274 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-03-14T23:41:41Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 28807 | 12054 | Python | 3700 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-03-15T03:00:40Z |
| 34 | [fastapi](https://github.com/tiangolo/fastapi) | 28487 | 1950 | Python | 737 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-03-14T01:54:45Z |
| 35 | [python-patterns](https://github.com/faif/python-patterns) | 27837 | 5767 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 36 | [certbot](https://github.com/certbot/certbot) | 27802 | 3063 | Python | 575 | 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. | 2021-03-14T13:08:05Z |
| 37 | [sentry](https://github.com/getsentry/sentry) | 27551 | 3095 | Python | 301 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-03-14T17:29:02Z |
| 38 | [bert](https://github.com/google-research/bert) | 27265 | 7716 | Python | 776 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 39 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26246 | 2206 | Python | 51 | What the f*ck Python? 😱 | 2021-03-03T19:51:10Z |
| 40 | [jieba](https://github.com/fxsjy/jieba) | 25713 | 6143 | Python | 600 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 41 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 24936 | 5604 | Python | 271 | DeepFaceLab is the leading software for creating deepfakes. | 2021-03-12T16:32:19Z |
| 42 | [Detectron](https://github.com/facebookresearch/Detectron) | 24196 | 5314 | Python | 318 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-03-10T07:33:32Z |
| 43 | [rich](https://github.com/willmcgugan/rich) | 24053 | 717 | Python | 9 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-03-14T21:02:28Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23754 | 1202 | Python | 83 | the only cheat sheet you need | 2021-03-05T06:54:19Z |
| 45 | [gym](https://github.com/openai/gym) | 23677 | 6760 | Python | 270 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-03-11T10:38:28Z |
| 46 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23386 | 4512 | Python | 17 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-02-23T14:11:03Z |
| 47 | [sherlock](https://github.com/sherlock-project/sherlock) | 23208 | 2304 | Python | 104 | 🔎 Hunt down social media accounts by username across social networks | 2021-03-14T10:10:51Z |
| 48 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 22653 | 6674 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-03-13T16:41:50Z |
| 49 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22624 | 2620 | Python | 34 | A code-completion engine for Vim | 2021-02-23T10:48:56Z |
| 50 | [linux-insides](https://github.com/0xAX/linux-insides) | 22476 | 2561 | Python | 42 | A little bit about a linux kernel | 2021-03-13T05:18:30Z |
| 51 | [HanLP](https://github.com/hankcs/HanLP) | 22262 | 5962 | 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 | 2021-03-11T02:33:12Z |
| 52 | [compose](https://github.com/docker/compose) | 22075 | 3688 | Python | 497 | Define and run multi-container applications with Docker | 2021-03-15T02:02:37Z |
| 53 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22067 | 3517 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 54 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21752 | 2794 | Python | 230 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-03-14T10:42:44Z |
| 55 | [pipenv](https://github.com/pypa/pipenv) | 21635 | 1604 | Python | 511 |  Python Development Workflow for Humans. | 2021-03-08T16:00:32Z |
| 56 | [ItChat](https://github.com/littlecodersh/ItChat) | 21296 | 4992 | Python | 231 | 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。 | 2021-02-28T15:51:27Z |
| 57 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 21101 | 5294 | Python | 9 | 《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175所大学采用教学。 | 2021-03-13T14:25:39Z |
| 58 | [airflow](https://github.com/apache/airflow) | 20755 | 8153 | Python | 967 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-03-15T02:44:15Z |
| 59 | [Python](https://github.com/geekcomputers/Python) | 20688 | 9667 | Python | 203 | My Python Examples | 2021-03-12T04:35:41Z |
| 60 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 20567 | 3907 | Python | 23 | Comprehensive Python Cheatsheet | 2021-03-10T13:34:58Z |
| 61 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20463 | 5598 | Python | 231 | Web APIs for Django. 🎸 | 2021-03-14T16:53:26Z |
| 62 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20356 | 6461 | Python | 20 | 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. | 2021-02-18T10:51:00Z |
| 63 | [algo](https://github.com/trailofbits/algo) | 20313 | 1755 | Python | 89 | Set up a personal VPN in the cloud | 2021-02-17T23:51:34Z |
| 64 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19923 | 6309 | Python | 76 | PyTorch Tutorial for Deep Learning Researchers | 2021-03-10T08:49:34Z |
| 65 | [black](https://github.com/psf/black) | 19899 | 1284 | Python | 433 | The uncompromising Python code formatter | 2021-03-12T09:33:15Z |
| 66 | [spaCy](https://github.com/explosion/spaCy) | 19852 | 3334 | Python | 109 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-03-14T02:04:19Z |
| 67 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19600 | 3771 | Python | 37 | 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. | 2020-12-21T21:14:19Z |
| 68 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19587 | 9407 | Python | 1646 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-12-18T20:32:59Z |
| 69 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19565 | 4209 | Python | 47 | Automatic SQL injection and database takeover tool | 2021-03-11T20:31:33Z |
| 70 | [algorithms](https://github.com/keon/algorithms) | 18871 | 3878 | Python | 158 | Minimal examples of data structures and algorithms in Python | 2021-03-11T23:54:07Z |
| 71 | [python-fire](https://github.com/google/python-fire) | 18801 | 1134 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-03-05T04:41:37Z |
| 72 | [redash](https://github.com/getredash/redash) | 18375 | 3159 | Python | 595 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-03-12T20:10:06Z |
| 73 | [algo](https://github.com/wangzheng0822/algo) | 18141 | 5874 | Python | 132 | 数据结构和算法必知必会的50个代码实现 | 2021-03-04T09:43:06Z |
| 74 | [glances](https://github.com/nicolargo/glances) | 18012 | 1179 | Python | 194 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-03-13T10:35:20Z |
| 75 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17976 | 3070 | Python | 27 | 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. | 2021-03-05T22:49:35Z |
| 76 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17797 | 1258 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 77 | [tqdm](https://github.com/tqdm/tqdm) | 17733 | 913 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2021-03-14T02:41:07Z |
| 78 | [hosts](https://github.com/StevenBlack/hosts) | 17412 | 1552 | Python | 40 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2021-03-11T02:13:16Z |
| 79 | [celery](https://github.com/celery/celery) | 16881 | 3955 | Python | 493 | Distributed Task Queue (development branch) | 2021-03-14T18:28:28Z |
| 80 | [numpy](https://github.com/numpy/numpy) | 16537 | 5333 | Python | 2265 | The fundamental package for scientific computing with Python. | 2021-03-14T23:32:06Z |
| 81 | [magenta](https://github.com/magenta/magenta) | 16401 | 3374 | Python | 299 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-10T17:35:49Z |
| 82 | [Depix](https://github.com/beurtschipper/Depix) | 16052 | 1998 | Python | 11 | Recovers passwords from pixelized screenshots | 2021-02-17T09:35:09Z |
| 83 | [spleeter](https://github.com/deezer/spleeter) | 15808 | 1625 | Python | 83 | Deezer source separation library including pretrained models. | 2021-03-12T16:47:11Z |
| 84 | [reddit](https://github.com/reddit-archive/reddit) | 15683 | 2868 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 85 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15659 | 4311 | Python | 41 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-03-12T17:39:49Z |
| 86 | [examples](https://github.com/pytorch/examples) | 15651 | 7327 | Python | 306 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-03-11T18:52:05Z |
| 87 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15608 | 2268 | Python | 36 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-03-13T13:26:55Z |
| 88 | [locust](https://github.com/locustio/locust) | 15586 | 2070 | Python | 56 | Scalable user load testing tool written in Python | 2021-03-12T15:37:36Z |
| 89 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15500 | 3126 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 90 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 15443 | 466 | Python | 40 | 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. | 2021-03-01T18:02:49Z |
| 91 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15405 | 4113 | Python | 121 | 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。 | 2021-03-15T02:19:32Z |
| 92 | [detectron2](https://github.com/facebookresearch/detectron2) | 15380 | 3940 | Python | 86 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-03-13T17:40:42Z |
| 93 | [ray](https://github.com/ray-project/ray) | 15196 | 2453 | Python | 1389 | 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. | 2021-03-15T02:39:59Z |
| 94 | [toml](https://github.com/toml-lang/toml) | 15004 | 732 | Python | 37 | Tom's Obvious, Minimal Language | 2021-02-24T18:14:38Z |
| 95 | [professional-programming](https://github.com/charlax/professional-programming) | 14969 | 1330 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-11T18:01:39Z |
| 96 | [pyspider](https://github.com/binux/pyspider) | 14910 | 3571 | Python | 280 | A Powerful Spider(Web Crawler) System in Python. | 2021-03-09T08:53:54Z |
| 97 | [bokeh](https://github.com/bokeh/bokeh) | 14838 | 3668 | Python | 657 | Interactive Data Visualization in the browser, from  Python | 2021-03-14T21:26:16Z |
| 98 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14718 | 1549 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-15T00:29:47Z |
| 99 | [ipython](https://github.com/ipython/ipython) | 14704 | 4140 | Python | 1480 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-03-14T00:58:02Z |
| 100 | [sanic](https://github.com/sanic-org/sanic) | 14676 | 1318 | Python | 33 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-03-15T00:41:53Z |