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[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) | 69004 | 10702 | Python | 100 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-07-10T15:27:55Z |
| 2 | [thefuck](https://github.com/nvbn/thefuck) | 44765 | 2226 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-07-12T11:23:25Z |
| 3 | [keras](https://github.com/keras-team/keras) | 42623 | 16242 | Python | 2475 | Deep Learning for humans | 2019-07-12T17:42:34Z |
| 4 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 36034 | 17647 | Python | 1938 | scikit-learn: machine learning in Python | 2019-07-13T01:25:04Z |
| 5 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 24448 | 7533 | Python | 26 | 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 | 2019-05-24T08:16:55Z |
| 6 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23471 | 3041 | Python | 137 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-07-09T21:07:34Z |
| 7 | [tldr](https://github.com/tldr-pages/tldr) | 22963 | 1707 | Python | 93 | :books: Simplified and community-driven man pages | 2019-07-12T22:32:47Z |
| 8 | [python-patterns](https://github.com/faif/python-patterns) | 21230 | 4586 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 9 | [Detectron](https://github.com/facebookresearch/Detectron) | 21033 | 4535 | Python | 252 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 10 | [faceswap](https://github.com/deepfakes/faceswap) | 20617 | 6854 | Python | 7 | Deepfakes Software For All | 2019-07-12T23:23:34Z |
| 11 | [pipenv](https://github.com/pypa/pipenv) | 17675 | 1304 | Python | 306 | Python Development Workflow for Humans. | 2019-07-12T01:23:05Z |
| 12 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 16004 | 4896 | Python | 8 | 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. | 2019-04-10T10:46:55Z |
| 13 | [algorithms](https://github.com/keon/algorithms) | 15386 | 2894 | Python | 54 | Minimal examples of data structures and algorithms in Python | 2019-07-03T22:43:56Z |
| 14 | [reddit](https://github.com/reddit-archive/reddit) | 15044 | 2764 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 15 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14932 | 1046 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 16 | [glances](https://github.com/nicolargo/glances) | 13812 | 939 | Python | 114 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-07-09T19:33:54Z |
| 17 | [algo](https://github.com/trailofbits/algo) | 13805 | 1210 | Python | 42 | Set up a personal IPSEC VPN in the cloud | 2019-07-12T12:07:11Z |
| 18 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12998 | 5760 | Python | 998 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-07-11T12:43:40Z |
| 19 | [Python](https://github.com/geekcomputers/Python) | 11762 | 6562 | Python | 82 | My Python Examples | 2019-07-10T02:44:00Z |
| 20 | [fabric](https://github.com/fabric/fabric) | 11444 | 1730 | Python | 348 | Simple, Pythonic remote execution and deployment. | 2019-07-08T06:26:26Z |
| 21 | [black](https://github.com/python/black) | 11337 | 577 | Python | 178 | The uncompromising Python code formatter | 2019-07-03T18:42:01Z |
| 22 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 11108 | 1834 | Python | 18 | 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. | 2019-07-10T09:22:32Z |
| 23 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 10321 | 2616 | Python | 3 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。 | 2019-07-12T19:06:52Z |
| 24 | [tflearn](https://github.com/tflearn/tflearn) | 9158 | 2315 | Python | 556 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 25 | [prophet](https://github.com/facebook/prophet) | 8810 | 2153 | Python | 82 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-07-11T22:57:14Z |
| 26 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 8600 | 3005 | Python | 95 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2019-06-30T05:49:01Z |
| 27 | [facenet](https://github.com/davidsandberg/facenet) | 8560 | 3553 | Python | 406 | Face recognition using Tensorflow | 2019-07-02T11:47:58Z |
| 28 | [awesome-python-applications](https://github.com/mahmoud/awesome-python-applications) | 8526 | 1501 | Python | 22 | 💿 Free software that works great, and also happens to be open-source Python. | 2019-06-26T12:08:19Z |
| 29 | [aws-cli](https://github.com/aws/aws-cli) | 8248 | 1783 | Python | 534 | Universal Command Line Interface for Amazon Web Services | 2019-07-12T23:08:45Z |
| 30 | [walle-web](https://github.com/meolu/walle-web) | 8113 | 2095 | Python | 234 | walle - 瓦力 Devops开源项目代码部署平台 | 2019-07-12T03:02:42Z |
| 31 | [DeepCreamPy](https://github.com/deeppomf/DeepCreamPy) | 8108 | 833 | Python | 9 | Decensoring Hentai with Deep Neural Networks | 2019-06-23T10:57:34Z |
| 32 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 8007 | 1502 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2019-06-25T11:39:11Z |
| 33 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 7944 | 3131 | Python | 2 | :rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载 | 2019-03-04T04:55:48Z |
| 34 | [aiohttp](https://github.com/aio-libs/aiohttp) | 7931 | 1192 | Python | 263 | Asynchronous HTTP client/server framework for asyncio and Python | 2019-07-12T22:07:33Z |
| 35 | [Mailpile](https://github.com/mailpile/Mailpile) | 7853 | 930 | Python | 384 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2019-07-11T20:30:53Z |
| 36 | [http-prompt](https://github.com/eliangcs/http-prompt) | 7424 | 277 | Python | 30 | HTTPie + prompt_toolkit = an interactive command-line HTTP client featuring autocomplete and syntax highlighting | 2019-06-14T07:56:17Z |
| 37 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 7397 | 314 | Python | 68 | Google Chromium, sans integration with Google | 2019-06-24T02:44:54Z |
| 38 | [universe](https://github.com/openai/universe) | 7090 | 851 | Python | 0 | Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications. | 2018-04-05T18:58:15Z |
| 39 | [bcc](https://github.com/iovisor/bcc) | 7085 | 1212 | Python | 360 | BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more | 2019-07-12T22:52:28Z |
| 40 | [pattern](https://github.com/clips/pattern) | 7031 | 1386 | Python | 135 | Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. | 2019-07-08T12:29:49Z |
| 41 | [explainshell](https://github.com/idank/explainshell) | 6876 | 443 | Python | 97 | match command-line arguments to their help text | 2019-05-29T22:01:42Z |
| 42 | [TrumpScript](https://github.com/samshadwell/TrumpScript) | 6866 | 398 | Python | 9 | Make Python great again | 2019-06-21T04:50:36Z |
| 43 | [peewee](https://github.com/coleifer/peewee) | 6646 | 1098 | Python | 1 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2019-07-12T15:31:21Z |
| 44 | [maybe](https://github.com/p-e-w/maybe) | 6484 | 173 | Python | 18 | :open_file_folder: :rabbit2: :tophat: See what a program does before deciding whether you really want it to happen (NO LONGER MAINTAINED) | 2017-01-22T11:38:22Z |
| 45 | [tutorials](https://github.com/MorvanZhou/tutorials) | 6395 | 3913 | Python | 8 | 机器学习相关教程 | 2018-10-10T13:39:50Z |
| 46 | [Pillow](https://github.com/python-pillow/Pillow) | 6391 | 1270 | Python | 189 | The friendly PIL fork (Python Imaging Library) | 2019-07-12T22:55:37Z |
| 47 | [visdom](https://github.com/facebookresearch/visdom) | 6269 | 752 | Python | 47 | A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy. | 2019-06-27T22:24:01Z |
| 48 | [bottle](https://github.com/bottlepy/bottle) | 6244 | 1220 | Python | 275 | bottle.py is a fast and simple micro-framework for python web-applications. | 2019-07-10T08:39:17Z |
| 49 | [WeixinBot](https://github.com/Urinx/WeixinBot) | 6202 | 1828 | Python | 187 | 网页版微信API，包含终端版微信及微信机器人 | 2019-06-25T10:00:20Z |
| 50 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 6127 | 556 | Python | 213 | DeDRM tools for ebooks | 2019-07-06T03:04:13Z |
| 51 | [fashion-mnist](https://github.com/zalandoresearch/fashion-mnist) | 6095 | 1185 | Python | 10 | A MNIST-like fashion product database. Benchmark :point_right: | 2019-07-04T02:57:09Z |
| 52 | [qrcode](https://github.com/sylnsfar/qrcode) | 6033 | 936 | Python | 34 | artistic QR Code in Python （Animated GIF qr code）- Python 艺术二维码生成器 （GIF动态二维码、图片二维码） | 2019-01-22T06:44:58Z |
| 53 | [howmanypeoplearearound](https://github.com/schollz/howmanypeoplearearound) | 6016 | 311 | Python | 17 | Count the number of people around you :family_man_man_boy: by monitoring wifi signals :satellite: | 2019-03-23T05:10:06Z |
| 54 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 6011 | 1339 | Python | 12 | A list of all named GANs! | 2019-02-10T10:20:01Z |
| 55 | [elastalert](https://github.com/Yelp/elastalert) | 5936 | 1270 | Python | 882 | Easy & Flexible Alerting With ElasticSearch | 2019-07-12T22:16:14Z |
| 56 | [networkx](https://github.com/networkx/networkx) | 5928 | 1572 | Python | 296 | Official NetworkX source code repository. | 2019-07-12T18:51:42Z |
| 57 | [moviepy](https://github.com/Zulko/moviepy) | 5795 | 781 | Python | 359 | Video editing with Python | 2019-07-07T20:22:03Z |
| 58 | [machine-learning-course](https://github.com/machinelearningmindset/machine-learning-course) | 5682 | 847 | Python | 0 | :speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations. | 2019-07-05T18:11:04Z |
| 59 | [Douyin-Bot](https://github.com/wangshub/Douyin-Bot) | 5671 | 1111 | Python | 43 | 😍 Python 抖音机器人，论如何在抖音上找到漂亮小姐姐？ | 2019-07-02T10:39:57Z |
| 60 | [gdb-dashboard](https://github.com/cyrus-and/gdb-dashboard) | 5646 | 438 | Python | 14 | Modular visual interface for GDB in Python | 2019-07-02T16:49:54Z |
| 61 | [arrow](https://github.com/crsmithdev/arrow) | 5623 | 459 | Python | 83 | Better dates & times for Python | 2019-07-12T23:04:34Z |
| 62 | [BossSensor](https://github.com/Hironsan/BossSensor) | 5585 | 1051 | Python | 21 | Hide screen when boss is approaching. | 2018-10-31T11:42:42Z |
| 63 | [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) | 5575 | 396 | Python | 226 | Library for building powerful interactive command line applications in Python | 2019-06-24T18:36:20Z |
| 64 | [pyinstaller](https://github.com/pyinstaller/pyinstaller) | 5551 | 1202 | Python | 652 | Freeze (package) Python programs into stand-alone executables | 2019-07-12T12:31:38Z |
| 65 | [cookiecutter-django](https://github.com/pydanny/cookiecutter-django) | 5541 | 1478 | Python | 76 | Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly. | 2019-07-12T11:06:23Z |
| 66 | [chinese-xinhua](https://github.com/pwxcoo/chinese-xinhua) | 5504 | 1177 | Python | 5 | :orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。 | 2019-04-23T06:36:56Z |
| 67 | [pyro](https://github.com/pyro-ppl/pyro) | 5457 | 605 | Python | 70 | Deep universal probabilistic programming with Python and PyTorch | 2019-07-13T00:55:43Z |
| 68 | [pwntools](https://github.com/Gallopsled/pwntools) | 5419 | 1027 | Python | 117 | CTF framework and exploit development library | 2019-07-08T12:49:51Z |
| 69 | [python-for-android](https://github.com/kivy/python-for-android) | 5356 | 1093 | Python | 148 | Turn your Python application into an Android APK | 2019-07-12T22:48:08Z |
| 70 | [dask](https://github.com/dask/dask) | 5266 | 828 | Python | 432 | Parallel computing with task scheduling | 2019-07-12T20:35:38Z |
| 71 | [tensorboardX](https://github.com/lanpa/tensorboardX) | 5252 | 559 | Python | 61 | tensorboard for pytorch (and chainer, mxnet, numpy, ...) | 2019-07-10T17:53:16Z |
| 72 | [generative-models](https://github.com/wiseodd/generative-models) | 5238 | 1693 | Python | 17 | Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow. | 2019-01-31T17:49:34Z |
| 73 | [SpaceshipGenerator](https://github.com/a1studmuffin/SpaceshipGenerator) | 5185 | 259 | Python | 2 | A Blender script to procedurally generate 3D spaceships | 2018-02-22T23:21:55Z |
| 74 | [EverydayWechat](https://github.com/sfyc23/EverydayWechat) | 5164 | 1123 | Python | 15 | 微信助手：1.每日定时给好友发送定制消息。2.自动回复好友。3.群助手功能。 | 2019-07-12T19:04:30Z |
| 75 | [open_nsfw](https://github.com/yahoo/open_nsfw) | 5008 | 955 | Python | 40 | Not Suitable for Work (NSFW) classification using deep neural network Caffe models. | 2018-11-21T03:15:32Z |
| 76 | [anki](https://github.com/dae/anki) | 4979 | 807 | Python | 2 | Anki for desktop computers | 2019-07-10T06:04:40Z |
| 77 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 4964 | 1375 | Python | 241 | Open MMLab Detection Toolbox and Benchmark | 2019-07-11T10:37:15Z |
| 78 | [awesome-cheatsheet](https://github.com/detailyang/awesome-cheatsheet) | 4943 | 755 | Python | 2 | :beers: awesome cheatsheet | 2019-02-26T09:40:24Z |
| 79 | [erpnext](https://github.com/frappe/erpnext) | 4935 | 2158 | Python | 2029 | Open Source ERP built for the web | 2019-07-12T17:33:42Z |
| 80 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 4919 | 705 | Python | 13 | 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。 | 2019-07-12T18:33:22Z |
| 81 | [aws-shell](https://github.com/awslabs/aws-shell) | 4914 | 415 | Python | 69 | An integrated shell for working with the AWS CLI. | 2019-01-11T13:34:36Z |
| 82 | [text_classification](https://github.com/brightmart/text_classification) | 4908 | 1897 | Python | 31 | all kinds of text classification models and more with deep learning | 2019-07-08T09:25:07Z |
| 83 | [chainer](https://github.com/chainer/chainer) | 4901 | 1299 | Python | 434 | A flexible framework of neural networks for deep learning | 2019-07-13T02:42:43Z |
| 84 | [flask-restful](https://github.com/flask-restful/flask-restful) | 4866 | 781 | Python | 87 | Simple framework for creating REST APIs | 2019-05-18T22:22:26Z |
| 85 | [jupyterhub](https://github.com/jupyterhub/jupyterhub) | 4825 | 1145 | Python | 321 | Multi-user server for Jupyter notebooks | 2019-07-12T20:15:20Z |
| 86 | [abu](https://github.com/bbfamily/abu) | 4810 | 1809 | Python | 1 | 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构 | 2019-06-25T10:35:31Z |
| 87 | [instabot.py](https://github.com/instabot-py/instabot.py) | 4777 | 2074 | Python | 102 | Instagram bot. It works without instagram api, need only login and password. Write on python. | 2019-07-12T19:03:29Z |
| 88 | [have-fun-with-machine-learning](https://github.com/humphd/have-fun-with-machine-learning) | 4755 | 513 | Python | 5 | An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks | 2019-04-29T09:12:52Z |
| 89 | [nmt](https://github.com/tensorflow/nmt) | 4738 | 1620 | Python | 237 | TensorFlow Neural Machine Translation Tutorial | 2019-02-13T19:18:51Z |
| 90 | [graphene](https://github.com/graphql-python/graphene) | 4731 | 504 | Python | 119 | GraphQL framework for Python | 2019-07-12T19:30:17Z |
| 91 | [qutebrowser](https://github.com/qutebrowser/qutebrowser) | 4697 | 638 | Python | 741 | A keyboard-driven, vim-like browser based on PyQt5. | 2019-07-12T16:05:37Z |
| 92 | [jax](https://github.com/google/jax) | 4646 | 276 | Python | 149 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2019-07-13T01:50:19Z |
| 93 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 4519 | 793 | Python | 7 | Comprehensive Python Cheatsheet | 2019-07-12T20:23:56Z |
| 94 | [pytest](https://github.com/pytest-dev/pytest) | 4447 | 1066 | Python | 549 | The pytest framework makes it easy to write small tests, yet scales to support complex functional testing | 2019-07-12T18:31:50Z |
| 95 | [shadowsocksr](https://github.com/shadowsocksr-backup/shadowsocksr) | 4440 | 2902 | Python | 43 | Python port of ShadowsocksR | 2019-05-18T09:50:42Z |
| 96 | [LaZagne](https://github.com/AlessandroZ/LaZagne) | 4412 | 1208 | Python | 7 | Credentials recovery project | 2019-06-18T13:34:33Z |
| 97 | [pytorch_geometric](https://github.com/rusty1s/pytorch_geometric) | 4395 | 649 | Python | 70 | Geometric Deep Learning Extension Library for PyTorch | 2019-07-12T09:27:09Z |
| 98 | [mlcourse.ai](https://github.com/Yorko/mlcourse.ai) | 4380 | 3499 | Python | 2 | Open Machine Learning Course | 2019-06-24T13:52:52Z |
| 99 | [jasper-client](https://github.com/jasperproject/jasper-client) | 4268 | 1051 | Python | 216 | Client code for Jasper voice computing platform | 2018-11-07T15:23:42Z |
| 100 | [gspread](https://github.com/burnash/gspread) | 4200 | 650 | Python | 182 | Google Sheets Python API | 2019-07-07T17:53:47Z |
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