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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [awesome-python](https://github.com/vinta/awesome-python) | 95981 | 18749 | Python | 148 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-12T03:53:08Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 93129 | 4667 | Python | 4030 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-18T01:45:54Z |
| 3 | [models](https://github.com/tensorflow/models) | 69539 | 44000 | Python | 1154 | Models and examples built with TensorFlow | 2021-04-17T06:13:16Z |
| 4 | [flask](https://github.com/pallets/flask) | 54554 | 14239 | Python | 18 | The Python micro framework for building web applications. | 2021-04-17T14:34:56Z |
| 5 | [keras](https://github.com/keras-team/keras) | 51039 | 18742 | Python | 3255 | Deep Learning for humans | 2021-04-16T00:20:58Z |
| 6 | [httpie](https://github.com/httpie/httpie) | 50482 | 3287 | Python | 144 | 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 | 2021-04-15T07:35:50Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 47792 | 20498 | Python | 1837 | 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. | 2021-04-18T02:02:57Z |
| 8 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 45407 | 21329 | Python | 2362 | scikit-learn: machine learning in Python | 2021-04-18T02:00:57Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40243 | 1865 | 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. | 2021-04-17T19:05:45Z |
| 10 | [face_recognition](https://github.com/ageitgey/face_recognition) | 39473 | 11082 | Python | 596 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 11 | [superset](https://github.com/apache/superset) | 38041 | 7192 | Python | 885 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-17T17:34:13Z |
| 12 | [faceswap](https://github.com/deepfakes/faceswap) | 34918 | 10748 | Python | 11 | Deepfakes Software For All | 2021-04-15T17:17:21Z |
| 13 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32996 | 19607 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 14 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 31087 | 8494 | 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 |
| 15 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30495 | 4081 | Python | 177 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-14T17:50:20Z |
| 16 | [localstack](https://github.com/localstack/localstack) | 29681 | 2355 | Python | 270 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-18T00:39:19Z |
| 17 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29665 | 6514 | Python | 82 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 18 | [AiLearning](https://github.com/apachecn/AiLearning) | 29476 | 9961 | 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 |
| 19 | [pandas](https://github.com/pandas-dev/pandas) | 29371 | 12234 | Python | 3722 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-18T00:51:52Z |
| 20 | [python-patterns](https://github.com/faif/python-patterns) | 28110 | 5817 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 21 | [certbot](https://github.com/certbot/certbot) | 27910 | 3070 | 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. | 2021-04-17T07:20:35Z |
| 22 | [jieba](https://github.com/fxsjy/jieba) | 26018 | 6196 | Python | 603 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 23 | [rich](https://github.com/willmcgugan/rich) | 25315 | 755 | Python | 5 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-17T23:49:02Z |
| 24 | [cheat.sh](https://github.com/chubin/cheat.sh) | 24006 | 1223 | Python | 83 | the only cheat sheet you need | 2021-04-06T06:12:18Z |
| 25 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 23474 | 6940 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-15T10:46:15Z |
| 26 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 23117 | 5675 | Python | 27 | 《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。 | 2021-04-17T20:31:46Z |
| 27 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22760 | 2638 | Python | 34 | A code-completion engine for Vim | 2021-04-16T20:25:17Z |
| 28 | [linux-insides](https://github.com/0xAX/linux-insides) | 22595 | 2601 | Python | 42 | A little bit about a linux kernel | 2021-03-20T16:32:02Z |
| 29 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22321 | 3581 | Python | 60 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 30 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 22074 | 4044 | Python | 22 | Comprehensive Python Cheatsheet | 2021-04-16T17:22:31Z |
| 31 | [pipenv](https://github.com/pypa/pipenv) | 21765 | 1612 | Python | 516 |  Python Development Workflow for Humans. | 2021-04-17T08:45:12Z |
| 32 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20963 | 6528 | 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 |
| 33 | [black](https://github.com/psf/black) | 20321 | 1312 | Python | 448 | The uncompromising Python code formatter | 2021-04-17T20:45:19Z |
| 34 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 20257 | 6366 | Python | 78 | PyTorch Tutorial for Deep Learning Researchers | 2021-04-06T04:55:36Z |
| 35 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19872 | 4256 | Python | 51 | Automatic SQL injection and database takeover tool | 2021-04-13T15:55:58Z |
| 36 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19803 | 9549 | Python | 1662 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-14T05:07:33Z |
| 37 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19738 | 3819 | 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 |
| 38 | [algorithms](https://github.com/keon/algorithms) | 19012 | 3912 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-04-04T05:59:33Z |
| 39 | [python-fire](https://github.com/google/python-fire) | 18961 | 1140 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-12T14:51:17Z |
| 40 | [redash](https://github.com/getredash/redash) | 18593 | 3208 | Python | 616 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-17T09:38:29Z |
| 41 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 18322 | 3108 | 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. | 2021-04-17T11:04:38Z |
| 42 | [glances](https://github.com/nicolargo/glances) | 18211 | 1185 | Python | 201 | 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 |
| 43 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17900 | 1279 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 44 | [numpy](https://github.com/numpy/numpy) | 16859 | 5415 | Python | 2274 | The fundamental package for scientific computing with Python. | 2021-04-18T01:47:11Z |
| 45 | [magenta](https://github.com/magenta/magenta) | 16518 | 3412 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-30T17:25:43Z |
| 46 | [spleeter](https://github.com/deezer/spleeter) | 16175 | 1672 | Python | 82 | Deezer source separation library including pretrained models. | 2021-04-15T15:19:31Z |
| 47 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 16011 | 2333 | Python | 28 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-17T20:08:11Z |
| 48 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15918 | 4372 | Python | 51 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-16T06:32:40Z |
| 49 | [locust](https://github.com/locustio/locust) | 15863 | 2106 | Python | 55 | Scalable user load testing tool written in Python | 2021-04-11T20:30:49Z |
| 50 | [professional-programming](https://github.com/charlax/professional-programming) | 15486 | 1390 | Python | 0 | A collection of full-stack resources for programmers. | 2021-04-11T21:30:31Z |
| 51 | [sanic](https://github.com/sanic-org/sanic) | 14856 | 1344 | Python | 43 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-04-17T23:46:34Z |
| 52 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14809 | 1564 | Python | 21 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-04-14T04:06:27Z |
| 53 | [ipython](https://github.com/ipython/ipython) | 14765 | 4152 | Python | 1478 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-04-18T01:59:26Z |
| 54 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14758 | 4427 | Python | 352 | Image-to-Image Translation in PyTorch | 2021-04-13T14:21:32Z |
| 55 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 14455 | 4998 | Python | 315 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-17T15:27:32Z |
| 56 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 14439 | 3063 | Python | 30 | We have made you a wrapper you can't refuse | 2021-04-17T20:08:03Z |
| 57 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14364 | 888 | Python | 18 | Never use print for debugging again | 2021-04-04T12:13:54Z |
| 58 | [streamlit](https://github.com/streamlit/streamlit) | 14210 | 1211 | Python | 506 | Streamlit — The fastest way to build data apps in Python | 2021-04-17T06:34:04Z |
| 59 | [labelImg](https://github.com/tzutalin/labelImg) | 13965 | 4491 | Python | 281 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-16T08:41:14Z |
| 60 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13886 | 4529 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-03-18T20:24:22Z |
| 61 | [zipline](https://github.com/quantopian/zipline) | 13735 | 3975 | Python | 340 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 62 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13479 | 5757 | Python | 1698 | matplotlib: plotting with Python | 2021-04-18T00:25:01Z |
| 63 | [zulip](https://github.com/zulip/zulip) | 13382 | 4464 | Python | 2075 | Zulip server and webapp - powerful open source team chat | 2021-04-18T02:10:33Z |
| 64 | [avatarify-python](https://github.com/alievk/avatarify-python) | 13291 | 1900 | Python | 122 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-04-15T06:11:39Z |
| 65 | [kivy](https://github.com/kivy/kivy) | 12941 | 2685 | Python | 822 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-04-18T00:17:56Z |
| 66 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12845 | 5022 | 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 |
| 67 | [fabric](https://github.com/fabric/fabric) | 12818 | 1823 | Python | 419 | Simple, Pythonic remote execution and deployment. | 2021-03-31T18:56:18Z |
| 68 | [prophet](https://github.com/facebook/prophet) | 12552 | 3607 | Python | 55 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2021-04-16T16:41:44Z |
| 69 | [autojump](https://github.com/wting/autojump) | 12459 | 587 | Python | 180 | A cd command that learns - easily navigate directories from the command line | 2021-02-05T18:39:40Z |
| 70 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 12424 | 5713 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2021-02-24T07:23:46Z |
| 71 | [faker](https://github.com/joke2k/faker) | 12402 | 1406 | Python | 143 | Faker is a Python package that generates fake data for you. | 2021-04-15T22:18:05Z |
| 72 | [jax](https://github.com/google/jax) | 12394 | 1115 | Python | 794 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2021-04-17T06:39:55Z |
| 73 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 12203 | 3426 | Python | 224 | Python爬虫代理IP池(proxy pool) | 2021-04-13T03:24:18Z |
| 74 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 12120 | 445 | Python | 122 | get things from one computer to another, safely | 2021-04-07T20:54:19Z |
| 75 | [jupyter](https://github.com/jupyter/jupyter) | 12064 | 3140 | Python | 181 | Jupyter metapackage for installation, docs and chat | 2021-04-02T00:35:10Z |
| 76 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11959 | 3964 | Python | 368 | Topic Modelling for Humans | 2021-04-17T00:05:35Z |
| 77 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 11938 | 2365 | Python | 701 | 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） | 2021-04-17T11:30:11Z |
| 78 | [fairseq](https://github.com/pytorch/fairseq) | 11830 | 3037 | Python | 792 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2021-04-17T09:03:40Z |
| 79 | [facenet](https://github.com/davidsandberg/facenet) | 11705 | 4586 | Python | 515 | Face recognition using Tensorflow | 2021-02-02T22:30:22Z |
| 80 | [yapf](https://github.com/google/yapf) | 11639 | 795 | Python | 316 | A formatter for Python files | 2021-03-12T21:42:56Z |
| 81 | [baselines](https://github.com/openai/baselines) | 11395 | 3962 | Python | 454 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2021-02-21T12:16:56Z |
| 82 | [EasyOCR](https://github.com/JaidedAI/EasyOCR) | 11224 | 1228 | Python | 115 | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 2021-04-05T16:54:56Z |
| 83 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 11129 | 1731 | Python | 73 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 84 | [material-theme](https://github.com/equinusocio/material-theme) | 11095 | 790 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 85 | [aiohttp](https://github.com/aio-libs/aiohttp) | 11060 | 1573 | Python | 362 | Asynchronous HTTP client/server framework for asyncio and Python | 2021-04-17T22:03:00Z |
| 86 | [stylegan](https://github.com/NVlabs/stylegan) | 11043 | 2567 | Python | 9 | StyleGAN - Official TensorFlow Implementation | 2021-02-01T10:01:15Z |
| 87 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 11037 | 3748 | Python | 252 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2021-04-05T17:24:25Z |
| 88 | [imgaug](https://github.com/aleju/imgaug) | 10983 | 2026 | Python | 232 | Image augmentation for machine learning experiments. | 2021-04-15T01:52:46Z |
| 89 | [aws-cli](https://github.com/aws/aws-cli) | 10911 | 2596 | Python | 703 | Universal Command Line Interface for Amazon Web Services | 2021-04-15T23:22:18Z |
| 90 | [saleor](https://github.com/mirumee/saleor) | 10866 | 3612 | Python | 206 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2021-04-16T20:14:04Z |
| 91 | [walle-web](https://github.com/meolu/walle-web) | 10838 | 2632 | Python | 373 | walle - 瓦力 Devops开源项目代码部署平台 | 2021-03-28T15:52:54Z |
| 92 | [pyecharts](https://github.com/pyecharts/pyecharts) | 10834 | 2427 | Python | 33 | 🎨 Python Echarts Plotting Library | 2021-02-08T07:14:13Z |
| 93 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 10801 | 1544 | Python | 47 | Command line interface for testing internet bandwidth using speedtest.net | 2021-04-09T20:25:42Z |
| 94 | [tushare](https://github.com/waditu/tushare) | 10757 | 4008 | Python | 437 | TuShare is a utility for crawling historical data of China stocks | 2021-04-06T07:51:28Z |
| 95 | [pytorch_geometric](https://github.com/rusty1s/pytorch_geometric) | 10751 | 1847 | Python | 761 | Geometric Deep Learning Extension Library for PyTorch | 2021-04-14T08:58:22Z |
| 96 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10527 | 1127 | Python | 52 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 97 | [mypy](https://github.com/python/mypy) | 10508 | 1713 | Python | 1691 | Optional static typing for Python 3 and 2 (PEP 484) | 2021-04-17T22:12:43Z |
| 98 | [wagtail](https://github.com/wagtail/wagtail) | 10483 | 2205 | Python | 957 | A Django content management system focused on flexibility and user experience | 2021-04-16T20:02:37Z |
| 99 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 10299 | 2097 | Python | 27 | A list of all named GANs! | 2021-03-20T00:08:06Z |
| 100 | [flair](https://github.com/flairNLP/flair) | 10232 | 1566 | Python | 105 | A very simple framework for state-of-the-art Natural Language Processing (NLP) | 2021-04-17T23:19:38Z |