[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) | 188776 | 21782 | Python | 1 | A collective list of free APIs | 2022-04-06T21:38:49Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 172222 | 31787 | Python | 151 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-03-30T22:02:33Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 134391 | 35238 | Python | 21 | All Algorithms implemented in Python | 2022-04-10T01:09:30Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 123030 | 21038 | Python | 10 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-04-10T20:01:54Z |
| 5 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 116979 | 45157 | Python | 456 | Python - 100天从新手到大师 | 2022-04-11T10:22:27Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 108462 | 7605 | Python | 4052 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-11T22:34:30Z |
| 7 | [models](https://github.com/tensorflow/models) | 73277 | 45715 | Python | 1152 | Models and examples built with TensorFlow | 2022-04-12T00:00:07Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 69988 | 3174 | Python | 197 | Magnificent app which corrects your previous console command. | 2022-04-11T23:31:19Z |
| 9 | [django](https://github.com/django/django) | 63391 | 26942 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-04-11T17:18:10Z |
| 10 | [transformers](https://github.com/huggingface/transformers) | 60831 | 14452 | Python | 384 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-04-12T02:44:46Z |
| 11 | [flask](https://github.com/pallets/flask) | 58544 | 14992 | Python | 14 | The Python micro framework for building web applications. | 2022-04-11T13:11:42Z |
| 12 | [keras](https://github.com/keras-team/keras) | 54905 | 19051 | Python | 258 | Deep Learning for humans | 2022-04-12T00:12:04Z |
| 13 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 53922 | 13257 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-04-11T12:59:39Z |
| 14 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 53914 | 7744 | Python | 18 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-03-28T00:39:38Z |
| 15 | [ansible](https://github.com/ansible/ansible) | 52770 | 21787 | Python | 903 | 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. | 2022-04-12T01:45:47Z |
| 16 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 49640 | 22912 | Python | 1642 | scikit-learn: machine learning in Python | 2022-04-12T00:52:50Z |
| 17 | [requests](https://github.com/psf/requests) | 47215 | 8704 | Python | 170 | A simple, yet elegant, HTTP library. | 2022-04-06T06:28:17Z |
| 18 | [fastapi](https://github.com/tiangolo/fastapi) | 43869 | 3374 | Python | 995 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-04-11T12:58:39Z |
| 19 | [face_recognition](https://github.com/ageitgey/face_recognition) | 43831 | 12157 | Python | 650 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 20 | [scrapy](https://github.com/scrapy/scrapy) | 43249 | 9594 | Python | 498 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-04-11T19:49:04Z |
| 21 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42170 | 2011 | 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. | 2022-01-28T15:01:25Z |
| 22 | [faceswap](https://github.com/deepfakes/faceswap) | 40759 | 11615 | Python | 22 | Deepfakes Software For All | 2022-04-11T17:10:13Z |
| 23 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 36407 | 9924 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-04-09T10:56:05Z |
| 24 | [rich](https://github.com/Textualize/rich) | 36467 | 1191 | Python | 43 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-04-10T14:06:26Z |
| 25 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 34257 | 6317 | Python | 36 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-09T17:32:17Z |
| 26 | [openpilot](https://github.com/commaai/openpilot) | 33926 | 6206 | Python | 133 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2022-04-12T02:55:15Z |
| 27 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 33687 | 4591 | Python | 188 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-04-11T03:38:25Z |
| 28 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33604 | 9087 | Python | 27 | 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。 | 2021-08-25T13:19:16Z |
| 29 | [pandas](https://github.com/pandas-dev/pandas) | 33371 | 14282 | Python | 3362 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-12T02:02:26Z |
| 30 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33145 | 19400 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 31 | [ailearning](https://github.com/apachecn/ailearning) | 33024 | 10822 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-03-19T10:19:18Z |
| 32 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 32084 | 7327 | Python | 406 | DeepFaceLab is the leading software for creating deepfakes. | 2022-04-07T18:03:40Z |
| 33 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32019 | 6858 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 34 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31382 | 7432 | 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。 | 2022-04-11T22:10:13Z |
| 35 | [XX-Net](https://github.com/XX-net/XX-Net) | 31148 | 7818 | Python | 7785 | A proxy tool to bypass GFW. | 2022-04-02T04:45:23Z |
| 36 | [python-patterns](https://github.com/faif/python-patterns) | 31147 | 6291 | Python | 11 | A collection of design patterns/idioms in Python | 2022-02-19T17:46:59Z |
| 37 | [sentry](https://github.com/getsentry/sentry) | 30597 | 3430 | Python | 350 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-12T02:43:27Z |
| 38 | [certbot](https://github.com/certbot/certbot) | 28814 | 3216 | Python | 526 | 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. | 2022-04-11T18:43:19Z |
| 39 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 28759 | 5257 | Python | 8 | Comprehensive Python Cheatsheet | 2022-03-24T07:30:50Z |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 28645 | 1456 | Python | 92 | the only cheat sheet you need | 2022-03-31T14:17:52Z |
| 41 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28503 | 2378 | Python | 45 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 42 | [jieba](https://github.com/fxsjy/jieba) | 28275 | 6543 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 43 | [black](https://github.com/psf/black) | 26917 | 1704 | Python | 298 | The uncompromising Python code formatter | 2022-04-11T23:25:49Z |
| 44 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26656 | 3290 | Python | 224 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-11T10:27:44Z |
| 45 | [HanLP](https://github.com/hankcs/HanLP) | 25554 | 6875 | Python | 1 | 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 | 2022-04-09T17:40:31Z |
| 46 | [airflow](https://github.com/apache/airflow) | 25436 | 10379 | Python | 792 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-12T01:28:24Z |
| 47 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25127 | 4082 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 48 | [Detectron](https://github.com/facebookresearch/Detectron) | 25063 | 5452 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 49 | [Python](https://github.com/geekcomputers/Python) | 25055 | 10795 | Python | 154 | My Python Examples | 2022-04-06T19:40:19Z |
| 50 | [yolov5](https://github.com/ultralytics/yolov5) | 24636 | 8799 | Python | 245 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-04-11T14:36:50Z |
| 51 | [linux-insides](https://github.com/0xAX/linux-insides) | 24428 | 2875 | Python | 41 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 52 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23858 | 2759 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 53 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23454 | 7185 | Python | 62 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 54 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23156 | 6109 | Python | 119 | Web APIs for Django. 🎸 | 2022-04-09T17:30:15Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23125 | 4779 | Python | 46 | Automatic SQL injection and database takeover tool | 2022-04-07T15:12:40Z |
| 56 | [spaCy](https://github.com/explosion/spaCy) | 23116 | 3794 | Python | 79 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-11T20:27:32Z |
| 57 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 22931 | 7104 | 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 |
| 58 | [pipenv](https://github.com/pypa/pipenv) | 22865 | 1732 | Python | 450 |  Python Development Workflow for Humans. | 2022-04-10T15:55:51Z |
| 59 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 22741 | 1740 | Python | 474 | A youtube-dl fork with additional features and fixes | 2022-04-12T00:33:26Z |
| 60 | [python-fire](https://github.com/google/python-fire) | 22154 | 1287 | Python | 103 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-03-27T00:43:12Z |