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) | 123017 | 22392 | Python | 180 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-02-27T21:22:45Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 112148 | 13876 | Python | 261 | A collective list of free APIs for use in software and web development. | 2021-03-06T19:18:52Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 100655 | 28657 | Python | 51 | All Algorithms implemented in Python | 2021-03-06T15:24:57Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 100289 | 40262 | Python | 542 | Python - 100天从新手到大师 | 2021-03-04T07:26:42Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 94650 | 18519 | Python | 136 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-03-06T16:47:50Z |
| 6 | [models](https://github.com/tensorflow/models) | 68948 | 43670 | Python | 1106 | Models and examples built with TensorFlow | 2021-03-06T21:58:32Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 59188 | 2827 | Python | 252 | Magnificent app which corrects your previous console command. | 2021-03-03T18:04:17Z |
| 8 | [django](https://github.com/django/django) | 56018 | 24017 | Python | 163 | The Web framework for perfectionists with deadlines. | 2021-03-07T00:34:50Z |
| 9 | [flask](https://github.com/pallets/flask) | 54116 | 14147 | Python | 26 | The Python micro framework for building web applications. | 2021-03-01T15:25:16Z |
| 10 | [keras](https://github.com/keras-team/keras) | 50817 | 18725 | Python | 3217 | Deep Learning for humans | 2021-03-05T18:39:56Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 48674 | 12172 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-02-28T17:15:04Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 44779 | 21158 | Python | 2358 | scikit-learn: machine learning in Python | 2021-03-07T02:41:20Z |
| 13 | [requests](https://github.com/psf/requests) | 44720 | 8178 | Python | 314 | A simple, yet elegant HTTP library. | 2021-02-24T17:19:48Z |
| 14 | [transformers](https://github.com/huggingface/transformers) | 41863 | 10132 | Python | 533 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-03-07T02:53:17Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 39978 | 9067 | Python | 791 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-03-06T11:53:22Z |
| 16 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 37654 | 5579 | Python | 9 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2021-03-01T00:35:49Z |
| 17 | [cpython](https://github.com/python/cpython) | 36532 | 17996 | Python | 1460 | The Python programming language | 2021-03-07T00:35:58Z |
| 18 | [faceswap](https://github.com/deepfakes/faceswap) | 34458 | 10642 | Python | 9 | Deepfakes Software For All | 2021-03-06T08:45:32Z |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32954 | 19623 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 20 | [manim](https://github.com/3b1b/manim) | 31205 | 3979 | Python | 317 | Animation engine for explanatory math videos | 2021-03-03T16:11:37Z |
| 21 | [XX-Net](https://github.com/XX-net/XX-Net) | 30582 | 7832 | Python | 7689 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 22 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30498 | 8382 | 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 |
| 23 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30073 | 4031 | Python | 178 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-02-24T11:06:22Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29424 | 6463 | Python | 83 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 29067 | 9853 | 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 |
| 26 | [fastapi](https://github.com/tiangolo/fastapi) | 28179 | 1915 | Python | 712 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-03-05T19:03:46Z |
| 27 | [certbot](https://github.com/certbot/certbot) | 27772 | 3055 | Python | 581 | 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. | 2021-03-06T17:38:32Z |
| 28 | [python-patterns](https://github.com/faif/python-patterns) | 27764 | 5757 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 27475 | 3083 | Python | 298 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-03-06T03:38:24Z |
| 30 | [bert](https://github.com/google-research/bert) | 27164 | 7683 | Python | 777 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 31 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26121 | 2194 | Python | 50 | What the f*ck Python? 😱 | 2021-03-03T19:51:10Z |
| 32 | [jieba](https://github.com/fxsjy/jieba) | 25648 | 6131 | Python | 599 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 33 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 24628 | 5551 | Python | 269 | DeepFaceLab is the leading software for creating deepfakes. | 2021-03-05T18:29:23Z |
| 34 | [Detectron](https://github.com/facebookresearch/Detectron) | 24159 | 5298 | Python | 318 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 35 | [rich](https://github.com/willmcgugan/rich) | 23865 | 704 | Python | 8 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-03-06T18:03:39Z |
| 36 | [gym](https://github.com/openai/gym) | 23606 | 6736 | Python | 265 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-02-28T14:52:40Z |
| 37 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23283 | 4493 | Python | 11 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-02-23T14:11:03Z |
| 38 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22594 | 2619 | Python | 33 | A code-completion engine for Vim | 2021-02-23T10:48:56Z |
| 39 | [linux-insides](https://github.com/0xAX/linux-insides) | 22436 | 2552 | Python | 42 | A little bit about a linux kernel | 2021-02-27T07:28:31Z |
| 40 | [HanLP](https://github.com/hankcs/HanLP) | 22209 | 5957 | 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 | 2021-03-07T00:21:14Z |
| 41 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22018 | 3507 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 42 | [compose](https://github.com/docker/compose) | 22008 | 3660 | Python | 485 | Define and run multi-container applications with Docker | 2021-03-06T17:49:11Z |
| 43 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21677 | 2787 | Python | 228 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-03-06T20:56:12Z |
| 44 | [pipenv](https://github.com/pypa/pipenv) | 21606 | 1602 | Python | 508 |  Python Development Workflow for Humans. | 2021-02-18T09:05:53Z |
| 45 | [ItChat](https://github.com/littlecodersh/ItChat) | 21252 | 4982 | 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 |
| 46 | [sherlock](https://github.com/sherlock-project/sherlock) | 20893 | 2145 | Python | 85 | 🔎 Hunt down social media accounts by username across social networks | 2021-02-26T14:57:11Z |
| 47 | [airflow](https://github.com/apache/airflow) | 20679 | 8114 | Python | 979 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-03-07T02:41:44Z |
| 48 | [Python](https://github.com/geekcomputers/Python) | 20625 | 9651 | Python | 200 | My Python Examples | 2021-02-28T12:56:12Z |
| 49 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 20478 | 3875 | Python | 23 | Comprehensive Python Cheatsheet | 2021-03-05T12:22:24Z |
| 50 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20399 | 5583 | Python | 335 | Web APIs for Django. 🎸 | 2021-03-06T23:26:09Z |
| 51 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20313 | 6453 | Python | 19 | 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 |
| 52 | [algo](https://github.com/trailofbits/algo) | 20256 | 1750 | Python | 87 | Set up a personal VPN in the cloud | 2021-02-17T23:51:34Z |
| 53 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 20226 | 5186 | Python | 5 | 《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。 | 2021-03-05T19:46:50Z |
| 54 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19858 | 6288 | Python | 75 | PyTorch Tutorial for Deep Learning Researchers | 2020-12-21T07:28:47Z |
| 55 | [black](https://github.com/psf/black) | 19817 | 1274 | Python | 420 | The uncompromising Python code formatter | 2021-03-06T20:02:25Z |
| 56 | [spaCy](https://github.com/explosion/spaCy) | 19776 | 3326 | Python | 112 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-03-07T00:21:29Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19555 | 3762 | 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 |
| 58 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19544 | 9371 | Python | 1637 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-12-18T20:32:59Z |
| 59 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19491 | 4196 | Python | 49 | Automatic SQL injection and database takeover tool | 2021-03-04T07:26:28Z |
| 60 | [algorithms](https://github.com/keon/algorithms) | 18830 | 3872 | Python | 155 | Minimal examples of data structures and algorithms in Python | 2021-03-06T23:40:28Z |
| 61 | [algo](https://github.com/wangzheng0822/algo) | 18063 | 5850 | 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 |
| 62 | [glances](https://github.com/nicolargo/glances) | 17950 | 1174 | Python | 193 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-03-05T13:04:27Z |
| 63 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17929 | 3066 | 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 |
| 64 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17777 | 1251 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 65 | [tqdm](https://github.com/tqdm/tqdm) | 17645 | 911 | Python | 272 | A Fast, Extensible Progress Bar for Python and CLI | 2021-03-07T02:42:41Z |
| 66 | [hosts](https://github.com/StevenBlack/hosts) | 17359 | 1550 | Python | 35 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2021-03-06T22:51:45Z |
| 67 | [celery](https://github.com/celery/celery) | 16822 | 3956 | Python | 483 | Distributed Task Queue (development branch) | 2021-03-05T10:17:03Z |
| 68 | [Depix](https://github.com/beurtschipper/Depix) | 15759 | 1943 | Python | 10 | Recovers passwords from pixelized screenshots | 2021-02-17T09:35:09Z |
| 69 | [spleeter](https://github.com/deezer/spleeter) | 15742 | 1616 | Python | 82 | Deezer source separation library including pretrained models. | 2021-03-05T13:36:33Z |
| 70 | [reddit](https://github.com/reddit-archive/reddit) | 15676 | 2868 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 71 | [examples](https://github.com/pytorch/examples) | 15586 | 7295 | Python | 303 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-02-23T09:06:50Z |
| 72 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15487 | 3125 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 73 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15354 | 4111 | Python | 128 | 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。 | 2021-03-06T09:13:24Z |
| 74 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 15353 | 464 | Python | 39 | 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 |
| 75 | [detectron2](https://github.com/facebookresearch/detectron2) | 15257 | 3900 | Python | 86 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-03-06T16:18:49Z |
| 76 | [ray](https://github.com/ray-project/ray) | 15089 | 2430 | Python | 1340 | 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. | 2021-03-07T02:28:20Z |
| 77 | [toml](https://github.com/toml-lang/toml) | 14962 | 731 | Python | 37 | Tom's Obvious, Minimal Language | 2021-02-24T18:14:38Z |
| 78 | [professional-programming](https://github.com/charlax/professional-programming) | 14948 | 1333 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-01T18:49:52Z |
| 79 | [pyspider](https://github.com/binux/pyspider) | 14902 | 3571 | Python | 279 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 80 | [bokeh](https://github.com/bokeh/bokeh) | 14796 | 3665 | Python | 640 | Interactive Data Visualization in the browser, from  Python | 2021-03-06T22:54:47Z |
| 81 | [ipython](https://github.com/ipython/ipython) | 14693 | 4139 | Python | 1479 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-03-06T08:48:06Z |
| 82 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14691 | 1540 | Python | 23 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-03T15:18:42Z |
| 83 | [sanic](https://github.com/sanic-org/sanic) | 14651 | 1317 | Python | 40 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-03-06T19:48:31Z |
| 84 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14479 | 2587 | Python | 687 | Automated nginx proxy for Docker containers using docker-gen | 2021-02-25T20:00:09Z |
| 85 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14471 | 3593 | Python | 2432 | 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） | 2021-03-06T15:47:20Z |
| 86 | [gpt-2](https://github.com/openai/gpt-2) | 14291 | 3622 | Python | 127 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-01-24T05:14:38Z |
| 87 | [luigi](https://github.com/spotify/luigi) | 14280 | 2231 | Python | 70 | 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.  | 2021-03-06T02:13:55Z |
| 88 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14235 | 886 | Python | 17 | Never use print for debugging again | 2021-02-27T09:15:00Z |
| 89 | [poetry](https://github.com/python-poetry/poetry) | 14123 | 1123 | Python | 1061 | Python dependency management and packaging made easy. | 2021-03-06T16:33:07Z |
| 90 | [dash](https://github.com/plotly/dash) | 14061 | 1437 | Python | 408 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-03-06T14:58:20Z |
| 91 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13983 | 1419 | Python | 205 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-02-23T06:14:29Z |
| 92 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13968 | 2930 | Python | 32 | We have made you a wrapper you can't refuse | 2021-03-06T18:21:17Z |
| 93 | [wttr.in](https://github.com/chubin/wttr.in) | 13929 | 692 | Python | 147 | :partly_sunny: The right way to check the weather | 2021-03-02T19:16:02Z |
| 94 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 13821 | 4784 | Python | 344 | OpenMMLab Detection Toolbox and Benchmark | 2021-03-06T04:42:59Z |
| 95 | [streamlit](https://github.com/streamlit/streamlit) | 13671 | 1157 | Python | 607 | Streamlit — The fastest way to build data apps in Python | 2021-03-06T23:28:54Z |
| 96 | [labelImg](https://github.com/tzutalin/labelImg) | 13542 | 4397 | Python | 283 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-03-02T03:50:09Z |
| 97 | [zipline](https://github.com/quantopian/zipline) | 13481 | 3896 | Python | 337 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 98 | [zulip](https://github.com/zulip/zulip) | 13163 | 4344 | Python | 2010 | Zulip server and webapp - powerful open source team chat | 2021-03-06T22:27:43Z |
| 99 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12960 | 2862 | Python | 53 | 😮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 |
| 100 | [kivy](https://github.com/kivy/kivy) | 12762 | 2649 | Python | 842 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-03-05T20:29:22Z |