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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [public-apis](https://github.com/public-apis/public-apis) | 196820 | 22676 | Python | 3 | A collective list of free APIs | 2022-06-20T09:35:40Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 184502 | 33569 | Python | 161 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-06-18T09:39:47Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 119931 | 45817 | Python | 467 | Python - 100天从新手到大师 | 2022-06-19T09:58:13Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 110928 | 7854 | Python | 3832 | Command-line program to download videos from YouTube.com and other video sites | 2022-06-20T20:27:30Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 71731 | 3216 | Python | 201 | Magnificent app which corrects your previous console command. | 2022-06-20T16:39:59Z |
| 6 | [django](https://github.com/django/django) | 64694 | 27290 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-06-20T21:18:34Z |
| 7 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 56454 | 7918 | Python | 28 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-06-11T00:52:01Z |
| 8 | [keras](https://github.com/keras-team/keras) | 55473 | 19120 | Python | 251 | Deep Learning for humans | 2022-06-21T03:03:13Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54621 | 13379 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-06-16T19:25:42Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 53518 | 22031 | Python | 752 | 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. | 2022-06-20T17:30:38Z |
| 11 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 50483 | 23133 | Python | 1569 | scikit-learn: machine learning in Python | 2022-06-21T00:35:13Z |
| 12 | [requests](https://github.com/psf/requests) | 47662 | 8778 | Python | 177 | A simple, yet elegant, HTTP library. | 2022-06-20T13:01:10Z |
| 13 | [fastapi](https://github.com/tiangolo/fastapi) | 46413 | 3615 | Python | 1060 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-06-20T03:33:30Z |
| 14 | [cpython](https://github.com/python/cpython) | 45707 | 23773 | Python | 6789 | The Python programming language | 2022-06-21T03:02:13Z |
| 15 | [manim](https://github.com/3b1b/manim) | 45310 | 4919 | Python | 331 | Animation engine for explanatory math videos | 2022-05-30T02:26:25Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 43781 | 9652 | Python | 503 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-06-21T01:18:57Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42500 | 2031 | Python | 55 | 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. | 2022-05-10T18:59:45Z |
| 18 | [faceswap](https://github.com/deepfakes/faceswap) | 41426 | 11747 | Python | 20 | Deepfakes Software For All | 2022-06-20T12:07:51Z |
| 19 | [rich](https://github.com/Textualize/rich) | 38076 | 1261 | Python | 48 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-06-20T11:04:07Z |
| 20 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 35286 | 6528 | Python | 57 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-06-08T13:55:44Z |
| 21 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 34294 | 4672 | Python | 191 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-06-16T05:09:37Z |
| 22 | [pandas](https://github.com/pandas-dev/pandas) | 34266 | 14563 | Python | 3407 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-06-21T02:27:35Z |
| 23 | [python-patterns](https://github.com/faif/python-patterns) | 33741 | 6419 | Python | 10 | A collection of design patterns/idioms in Python | 2022-06-02T21:20:23Z |
| 24 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 33325 | 7601 | Python | 424 | DeepFaceLab is the leading software for creating deepfakes. | 2022-05-23T01:20:39Z |
| 25 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33193 | 19319 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 26 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 33128 | 7727 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 2022-06-20T10:13:41Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32629 | 6950 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 28 | [sherlock](https://github.com/sherlock-project/sherlock) | 32500 | 3785 | Python | 81 | 🔎 Hunt down social media accounts by username across social networks | 2022-06-20T14:38:23Z |
| 29 | [bert](https://github.com/google-research/bert) | 31484 | 8748 | Python | 760 | TensorFlow code and pre-trained models for BERT | 2022-05-09T12:23:08Z |
| 30 | [XX-Net](https://github.com/XX-net/XX-Net) | 31256 | 7794 | Python | 7809 | A proxy tool to bypass GFW. | 2022-06-15T09:49:21Z |
| 31 | [sentry](https://github.com/getsentry/sentry) | 31130 | 3490 | Python | 399 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-06-20T23:31:37Z |
| 32 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 31063 | 2472 | Python | 50 | What the f*ck Python? 😱 | 2022-06-03T14:19:30Z |
| 33 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29406 | 5365 | Python | 7 | Comprehensive Python Cheatsheet | 2022-06-20T20:24:35Z |
| 34 | [black](https://github.com/psf/black) | 28261 | 1787 | Python | 325 | The uncompromising Python code formatter | 2022-06-20T14:22:27Z |
| 35 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 27928 | 3390 | Python | 250 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-06-17T11:09:09Z |
| 36 | [gym](https://github.com/openai/gym) | 27853 | 7845 | Python | 20 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-06-20T22:00:29Z |
| 37 | [yolov5](https://github.com/ultralytics/yolov5) | 27651 | 9871 | Python | 269 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-06-20T18:38:05Z |
| 38 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 27107 | 2123 | Python | 552 | A youtube-dl fork with additional features and fixes | 2022-06-21T02:24:20Z |
| 39 | [airflow](https://github.com/apache/airflow) | 26402 | 10752 | Python | 728 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-06-21T02:38:02Z |
| 40 | [HanLP](https://github.com/hankcs/HanLP) | 26205 | 7113 | Python | 3 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 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 | 2022-06-19T20:12:11Z |
| 41 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 25730 | 5408 | Python | 18 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-06-03T16:40:22Z |
| 42 | [Python](https://github.com/geekcomputers/Python) | 25622 | 10954 | Python | 162 | My Python Examples | 2022-06-20T17:35:59Z |
| 43 | [Detectron](https://github.com/facebookresearch/Detectron) | 25197 | 5455 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 44 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24024 | 2771 | Python | 7 | A code-completion engine for Vim | 2022-06-16T09:02:38Z |
| 45 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23949 | 7258 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23215 | 7184 | Python | 10 | 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. | 2022-04-03T07:14:56Z |
| 47 | [pipenv](https://github.com/pypa/pipenv) | 23048 | 1748 | Python | 425 |  Python Development Workflow for Humans. | 2022-06-20T21:50:05Z |
| 48 | [python-fire](https://github.com/google/python-fire) | 22577 | 1304 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-06-07T06:13:16Z |
| 49 | [Depix](https://github.com/beurtschipper/Depix) | 22423 | 2712 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-06-16T16:41:57Z |
| 50 | [ItChat](https://github.com/littlecodersh/ItChat) | 22240 | 5252 | Python | 234 | 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 |
| 51 | [tqdm](https://github.com/tqdm/tqdm) | 22240 | 1128 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2022-06-19T03:18:58Z |
| 52 | [MockingBird](https://github.com/babysor/MockingBird) | 22051 | 3208 | Python | 251 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-06-18T15:46:45Z |
| 53 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21848 | 10910 | Python | 1759 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-06-16T09:49:50Z |
| 54 | [detectron2](https://github.com/facebookresearch/detectron2) | 21257 | 5774 | Python | 178 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-06-20T14:58:55Z |
| 55 | [algorithms](https://github.com/keon/algorithms) | 21129 | 4325 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-06-14T16:10:06Z |
| 56 | [ray](https://github.com/ray-project/ray) | 20978 | 3649 | Python | 2258 | 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. | 2022-06-21T02:42:29Z |
| 57 | [hosts](https://github.com/StevenBlack/hosts) | 20960 | 1828 | Python | 21 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-06-16T20:50:58Z |
| 58 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20934 | 2996 | Python | 20 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-06-20T19:02:17Z |
| 59 | [numpy](https://github.com/numpy/numpy) | 20727 | 7022 | Python | 1985 | The fundamental package for scientific computing with Python. | 2022-06-21T00:51:06Z |
| 60 | [glances](https://github.com/nicolargo/glances) | 20673 | 1302 | Python | 226 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-06-19T10:28:07Z |