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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 126195 | 23054 | Python | 189 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-04-08T20:01:07Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 117047 | 14411 | Python | 143 | A collective list of free APIs | 2021-04-11T19:54:27Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 102067 | 29023 | Python | 35 | All Algorithms implemented in Python | 2021-04-11T22:57:15Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 101541 | 40703 | Python | 556 | Python - 100天从新手到大师 | 2021-04-10T14:56:34Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 95813 | 18724 | Python | 147 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-08T12:14:34Z |
| 6 | [models](https://github.com/tensorflow/models) | 69448 | 43957 | Python | 1152 | Models and examples built with TensorFlow | 2021-04-10T05:56:45Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 59749 | 2840 | Python | 260 | Magnificent app which corrects your previous console command. | 2021-04-08T18:01:05Z |
| 8 | [flask](https://github.com/pallets/flask) | 54481 | 14225 | Python | 23 | The Python micro framework for building web applications. | 2021-04-11T08:16:10Z |
| 9 | [keras](https://github.com/keras-team/keras) | 51017 | 18738 | Python | 3249 | Deep Learning for humans | 2021-04-08T22:59:01Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 50421 | 3282 | Python | 145 | 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 | 2021-04-12T02:44:27Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 49692 | 12330 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-04-08T12:20:47Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 45179 | 21293 | Python | 2350 | scikit-learn: machine learning in Python | 2021-04-11T22:53:11Z |
| 13 | [transformers](https://github.com/huggingface/transformers) | 43688 | 10540 | Python | 711 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-04-11T19:08:35Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 40309 | 9115 | Python | 790 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-04-09T18:44:18Z |
| 15 | [face_recognition](https://github.com/ageitgey/face_recognition) | 39345 | 11055 | Python | 596 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 16 | [cpython](https://github.com/python/cpython) | 37203 | 18385 | Python | 1521 | The Python programming language | 2021-04-12T02:41:53Z |
| 17 | [faceswap](https://github.com/deepfakes/faceswap) | 34873 | 10741 | Python | 11 | Deepfakes Software For All | 2021-04-08T13:37:02Z |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32989 | 19606 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 19 | [manim](https://github.com/3b1b/manim) | 32766 | 3908 | Python | 322 | Animation engine for explanatory math videos | 2021-04-11T11:26:15Z |
| 20 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 31029 | 8483 | 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。 | 2021-03-03T08:23:36Z |
| 21 | [XX-Net](https://github.com/XX-net/XX-Net) | 30634 | 7831 | Python | 7704 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 22 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30435 | 4072 | Python | 177 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-11T16:11:30Z |
| 23 | [localstack](https://github.com/localstack/localstack) | 29557 | 2345 | Python | 273 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-11T23:24:16Z |
| 24 | [fastapi](https://github.com/tiangolo/fastapi) | 29525 | 2041 | Python | 790 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-04-11T21:10:44Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 29419 | 9950 | Python | 32 | 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 |
| 26 | [python-patterns](https://github.com/faif/python-patterns) | 28044 | 5803 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 27 | [certbot](https://github.com/certbot/certbot) | 27891 | 3067 | Python | 584 | 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. | 2021-04-11T18:59:06Z |
| 28 | [bert](https://github.com/google-research/bert) | 27599 | 7817 | Python | 785 | TensorFlow code and pre-trained models for BERT | 2021-04-10T14:53:31Z |
| 29 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 25776 | 5779 | Python | 276 | DeepFaceLab is the leading software for creating deepfakes. | 2021-04-10T05:59:52Z |
| 30 | [rich](https://github.com/willmcgugan/rich) | 25247 | 748 | Python | 2 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-10T17:00:24Z |
| 31 | [sherlock](https://github.com/sherlock-project/sherlock) | 24294 | 2454 | Python | 130 | 🔎 Hunt down social media accounts by username across social networks | 2021-04-09T20:18:42Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 24278 | 5314 | Python | 320 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-04-01T12:34:06Z |
| 33 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23957 | 1219 | Python | 83 | the only cheat sheet you need | 2021-04-06T06:12:18Z |
| 34 | [gym](https://github.com/openai/gym) | 23906 | 6848 | Python | 289 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-04-08T03:03:31Z |
| 35 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23777 | 4616 | Python | 15 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-04-10T16:44:28Z |
| 36 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 23336 | 6892 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-10T18:42:31Z |
| 37 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22732 | 2637 | Python | 37 | A code-completion engine for Vim | 2021-04-10T17:57:50Z |
| 38 | [linux-insides](https://github.com/0xAX/linux-insides) | 22573 | 2596 | Python | 42 | A little bit about a linux kernel | 2021-03-20T16:32:02Z |
| 39 | [HanLP](https://github.com/hankcs/HanLP) | 22517 | 6029 | 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 | 2021-04-07T21:54:54Z |
| 40 | [compose](https://github.com/docker/compose) | 22316 | 3726 | Python | 519 | Define and run multi-container applications with Docker | 2021-04-09T17:29:25Z |
| 41 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22279 | 3576 | Python | 59 | 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) | 22230 | 9898 | Python | 202 | My Python Examples | 2021-04-11T08:03:09Z |
| 43 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 22162 | 5525 | Python | 21 | 《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。 | 2021-04-11T16:22:54Z |
| 44 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 22048 | 2821 | Python | 241 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-04-11T20:51:42Z |
| 45 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 22033 | 4036 | Python | 23 | Comprehensive Python Cheatsheet | 2021-04-04T09:56:43Z |
| 46 | [pipenv](https://github.com/pypa/pipenv) | 21744 | 1610 | Python | 514 |  Python Development Workflow for Humans. | 2021-04-10T09:11:58Z |
| 47 | [ItChat](https://github.com/littlecodersh/ItChat) | 21340 | 5019 | 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。 | 2021-03-31T05:56:33Z |
| 48 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20943 | 6526 | 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 |
| 49 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20676 | 5640 | Python | 223 | Web APIs for Django. 🎸 | 2021-04-09T14:54:51Z |
| 50 | [algo](https://github.com/trailofbits/algo) | 20455 | 1769 | Python | 93 | Set up a personal VPN in the cloud | 2021-04-07T21:00:09Z |
| 51 | [black](https://github.com/psf/black) | 20244 | 1303 | Python | 441 | The uncompromising Python code formatter | 2021-04-12T01:33:41Z |
| 52 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 20203 | 6359 | Python | 78 | PyTorch Tutorial for Deep Learning Researchers | 2021-04-06T04:55:36Z |
| 53 | [spaCy](https://github.com/explosion/spaCy) | 20137 | 3367 | Python | 111 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-04-10T07:15:36Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19815 | 4243 | Python | 50 | Automatic SQL injection and database takeover tool | 2021-04-10T09:57:30Z |
| 55 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19772 | 9518 | Python | 1657 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-04T20:32:15Z |
| 56 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19718 | 3811 | Python | 38 | 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. | 2021-03-23T07:52:00Z |
| 57 | [algorithms](https://github.com/keon/algorithms) | 18992 | 3907 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-04-04T05:59:33Z |
| 58 | [redash](https://github.com/getredash/redash) | 18543 | 3194 | Python | 612 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-11T20:57:01Z |
| 59 | [algo](https://github.com/wangzheng0822/algo) | 18472 | 5972 | Python | 133 | 数据结构和算法必知必会的50个代码实现 | 2021-04-01T09:35:09Z |
| 60 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 18290 | 3098 | Python | 29 | 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. | 2021-03-23T21:00:13Z |
| 61 | [glances](https://github.com/nicolargo/glances) | 18174 | 1182 | Python | 200 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-04-11T08:39:37Z |
| 62 | [tqdm](https://github.com/tqdm/tqdm) | 18008 | 927 | Python | 279 | A Fast, Extensible Progress Bar for Python and CLI | 2021-04-11T02:29:44Z |
| 63 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17881 | 1277 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 64 | [Depix](https://github.com/beurtschipper/Depix) | 17815 | 2109 | Python | 5 | Recovers passwords from pixelized screenshots | 2021-03-27T16:03:45Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 17647 | 1567 | Python | 39 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-04-09T17:23:34Z |
| 66 | [celery](https://github.com/celery/celery) | 17053 | 3979 | Python | 497 | Distributed Task Queue (development branch) | 2021-04-11T15:57:48Z |
| 67 | [spleeter](https://github.com/deezer/spleeter) | 16104 | 1663 | Python | 86 | Deezer source separation library including pretrained models. | 2021-04-10T02:03:35Z |
| 68 | [detectron2](https://github.com/facebookresearch/detectron2) | 15897 | 4076 | Python | 99 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-04-10T02:10:31Z |
| 69 | [examples](https://github.com/pytorch/examples) | 15895 | 7449 | Python | 308 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-04-02T22:08:21Z |
| 70 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15842 | 4360 | Python | 49 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-10T21:49:51Z |
| 71 | [reddit](https://github.com/reddit-archive/reddit) | 15712 | 2875 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 72 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 15695 | 478 | Python | 45 | 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. | 2021-03-31T20:22:38Z |
| 73 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15579 | 4147 | Python | 138 | 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。 | 2021-04-09T10:18:27Z |
| 74 | [ray](https://github.com/ray-project/ray) | 15551 | 2529 | Python | 1485 | 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. | 2021-04-12T01:03:16Z |
| 75 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15540 | 3132 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 76 | [professional-programming](https://github.com/charlax/professional-programming) | 15473 | 1390 | Python | 0 | A collection of full-stack resources for programmers. | 2021-04-11T21:30:31Z |
| 77 | [toml](https://github.com/toml-lang/toml) | 15139 | 740 | Python | 39 | Tom's Obvious, Minimal Language | 2021-04-01T08:04:49Z |
| 78 | [bokeh](https://github.com/bokeh/bokeh) | 14966 | 3694 | Python | 667 | Interactive Data Visualization in the browser, from  Python | 2021-04-12T01:24:52Z |
| 79 | [pyspider](https://github.com/binux/pyspider) | 14946 | 3573 | Python | 281 | A Powerful Spider(Web Crawler) System in Python. | 2021-03-09T08:53:54Z |
| 80 | [sanic](https://github.com/sanic-org/sanic) | 14821 | 1339 | Python | 40 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-04-11T21:27:36Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14793 | 1562 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-15T22:42:36Z |
| 82 | [ipython](https://github.com/ipython/ipython) | 14755 | 4150 | Python | 1487 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-04-12T00:54:37Z |
| 83 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14642 | 2615 | Python | 668 | Automated nginx proxy for Docker containers using docker-gen | 2021-04-09T08:31:14Z |
| 84 | [poetry](https://github.com/python-poetry/poetry) | 14619 | 1178 | Python | 1066 | Python dependency management and packaging made easy. | 2021-04-11T22:12:11Z |
| 85 | [gpt-2](https://github.com/openai/gpt-2) | 14473 | 3675 | Python | 127 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-03-31T11:39:54Z |
| 86 | [luigi](https://github.com/spotify/luigi) | 14414 | 2239 | Python | 71 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.  | 2021-04-09T15:50:36Z |
| 87 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 14378 | 3048 | Python | 28 | We have made you a wrapper you can't refuse | 2021-04-11T09:30:26Z |
| 88 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14357 | 890 | Python | 18 | Never use print for debugging again | 2021-04-04T12:13:54Z |
| 89 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 14356 | 4955 | Python | 323 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-12T02:44:04Z |
| 90 | [dash](https://github.com/plotly/dash) | 14298 | 1453 | Python | 418 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-04-08T22:31:58Z |
| 91 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 14230 | 1442 | Python | 211 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-04-11T08:06:02Z |
| 92 | [labelImg](https://github.com/tzutalin/labelImg) | 13888 | 4471 | Python | 281 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-10T15:35:09Z |
| 93 | [zipline](https://github.com/quantopian/zipline) | 13704 | 3967 | Python | 340 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 13351 | 4453 | Python | 2070 | Zulip server and webapp - powerful open source team chat | 2021-04-12T01:59:01Z |
| 95 | [avatarify-python](https://github.com/alievk/avatarify-python) | 13248 | 1893 | Python | 121 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-04-03T16:07:37Z |
| 96 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 12950 | 1517 | Python | 320 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2021-04-12T01:25:23Z |
| 97 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 12941 | 1126 | Python | 75 | 中国程序员容易发音错误的单词 | 2021-04-08T02:05:34Z |
| 98 | [kivy](https://github.com/kivy/kivy) | 12913 | 2682 | Python | 821 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-04-11T12:03:14Z |
| 99 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12816 | 5016 | Python | 4 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2021-03-31T18:54:00Z |
| 100 | [fabric](https://github.com/fabric/fabric) | 12809 | 1824 | Python | 421 | Simple, Pythonic remote execution and deployment. | 2021-03-31T18:56:18Z |