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 | [public-apis](https://github.com/public-apis/public-apis) | 190369 | 21972 | Python | 1 | A collective list of free APIs | 2022-04-21T15:21:36Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 177217 | 32392 | Python | 158 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-04-25T08:33:59Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 135082 | 35388 | Python | 23 | All Algorithms implemented in Python | 2022-04-27T00:15:33Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 109268 | 7678 | Python | 3928 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-25T14:25:30Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 70515 | 3188 | Python | 197 | Magnificent app which corrects your previous console command. | 2022-04-20T00:55:36Z |
| 6 | [django](https://github.com/django/django) | 63699 | 27023 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-04-26T18:34:33Z |
| 7 | [transformers](https://github.com/huggingface/transformers) | 61621 | 14637 | Python | 384 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-04-27T00:50:31Z |
| 8 | [keras](https://github.com/keras-team/keras) | 55045 | 19076 | Python | 248 | Deep Learning for humans | 2022-04-27T02:55:45Z |
| 9 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 54654 | 7794 | Python | 7 | :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 |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54078 | 13287 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-04-14T03:35:30Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 52932 | 21832 | Python | 810 | 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. | 2022-04-27T00:17:17Z |
| 12 | [requests](https://github.com/psf/requests) | 47319 | 8710 | Python | 171 | A simple, yet elegant, HTTP library. | 2022-04-24T18:03:06Z |
| 13 | [fastapi](https://github.com/tiangolo/fastapi) | 44352 | 3418 | Python | 1001 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-04-27T00:39:33Z |
| 14 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44000 | 12198 | Python | 650 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 43348 | 9601 | Python | 497 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-04-24T22:18:08Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42227 | 2016 | 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 |
| 17 | [localstack](https://github.com/localstack/localstack) | 40505 | 3032 | Python | 380 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-04-27T01:40:15Z |
| 18 | [rich](https://github.com/Textualize/rich) | 36918 | 1210 | Python | 34 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-04-26T15:18:35Z |
| 19 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 36835 | 10029 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-04-25T13:57:53Z |
| 20 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 34487 | 6378 | Python | 38 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-26T17:30:44Z |
| 21 | [pandas](https://github.com/pandas-dev/pandas) | 33570 | 14358 | Python | 3401 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-27T01:39:11Z |
| 22 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 32285 | 7369 | Python | 410 | DeepFaceLab is the leading software for creating deepfakes. | 2022-04-21T11:34:42Z |
| 23 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31824 | 7505 | 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。 | 2022-04-26T15:59:03Z |
| 24 | [bert](https://github.com/google-research/bert) | 31029 | 8669 | Python | 753 | TensorFlow code and pre-trained models for BERT | 2022-02-26T05:40:25Z |
| 25 | [sentry](https://github.com/getsentry/sentry) | 30735 | 3449 | Python | 356 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-27T02:57:19Z |
| 26 | [12306](https://github.com/testerSunshine/12306) | 30565 | 9461 | Python | 209 | 12306智能刷票，订票 | 2022-02-10T00:14:03Z |
| 27 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 28891 | 5274 | Python | 8 | Comprehensive Python Cheatsheet | 2022-04-20T14:44:01Z |
| 28 | [cheat.sh](https://github.com/chubin/cheat.sh) | 28762 | 1463 | Python | 85 | the only cheat sheet you need | 2022-04-18T18:42:05Z |
| 29 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28603 | 2378 | Python | 46 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 30 | [black](https://github.com/psf/black) | 27095 | 1719 | Python | 305 | The uncompromising Python code formatter | 2022-04-25T13:40:06Z |
| 31 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26823 | 3316 | Python | 227 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-26T16:24:03Z |
| 32 | [airflow](https://github.com/apache/airflow) | 25599 | 10437 | Python | 781 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-27T02:33:52Z |
| 33 | [yolov5](https://github.com/ultralytics/yolov5) | 25449 | 9070 | Python | 259 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-04-27T01:15:41Z |
| 34 | [Detectron](https://github.com/facebookresearch/Detectron) | 25094 | 5458 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 35 | [Python](https://github.com/geekcomputers/Python) | 25171 | 10829 | Python | 154 | My Python Examples | 2022-04-24T12:16:06Z |
| 36 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 24096 | 1817 | Python | 496 | A youtube-dl fork with additional features and fixes | 2022-04-27T00:59:16Z |
| 37 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23913 | 2761 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 38 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23265 | 6133 | Python | 121 | Web APIs for Django. 🎸 | 2022-04-24T22:16:18Z |
| 39 | [spaCy](https://github.com/explosion/spaCy) | 23212 | 3819 | Python | 84 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-27T03:00:29Z |
| 40 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23012 | 7133 | 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 |
| 41 | [pipenv](https://github.com/pypa/pipenv) | 22909 | 1737 | Python | 410 |  Python Development Workflow for Humans. | 2022-04-26T11:19:19Z |
| 42 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 22710 | 4911 | Python | 13 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-04-27T01:08:37Z |
| 43 | [python-fire](https://github.com/google/python-fire) | 22260 | 1297 | Python | 92 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-16T22:20:08Z |
| 44 | [Depix](https://github.com/beurtschipper/Depix) | 22169 | 2666 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-04-24T16:22:13Z |
| 45 | [tqdm](https://github.com/tqdm/tqdm) | 21818 | 1123 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2022-04-24T03:04:39Z |
| 46 | [redash](https://github.com/getredash/redash) | 20936 | 3669 | Python | 477 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-04-26T09:26:33Z |
| 47 | [algo](https://github.com/wangzheng0822/algo) | 20765 | 6683 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-04-12T06:01:26Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 20684 | 4269 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-04-23T23:34:59Z |
| 49 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20473 | 2911 | Python | 35 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-04-23T12:27:06Z |
| 50 | [glances](https://github.com/nicolargo/glances) | 20347 | 1294 | Python | 215 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-22T17:33:27Z |
| 51 | [numpy](https://github.com/numpy/numpy) | 20256 | 6819 | Python | 2056 | The fundamental package for scientific computing with Python. | 2022-04-27T00:13:30Z |
| 52 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20139 | 3432 | Python | 30 | 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. | 2022-04-09T09:39:53Z |
| 53 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 19762 | 666 | Python | 75 | 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. | 2021-12-13T22:39:07Z |
| 54 | [httpie](https://github.com/httpie/httpie) | 19447 | 3655 | Python | 99 | 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 | 2022-04-23T11:28:07Z |
| 55 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19391 | 7101 | Python | 476 | OpenMMLab Detection Toolbox and Benchmark | 2022-04-26T14:08:40Z |
| 56 | [spleeter](https://github.com/deezer/spleeter) | 19400 | 2135 | Python | 135 | Deezer source separation library including pretrained models. | 2022-04-01T09:36:16Z |
| 57 | [celery](https://github.com/celery/celery) | 19198 | 4267 | Python | 477 | Distributed Task Queue (development branch) | 2022-04-26T13:59:41Z |
| 58 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19058 | 1373 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 59 | [locust](https://github.com/locustio/locust) | 18719 | 2429 | Python | 24 | Scalable user load testing tool written in Python | 2022-04-26T07:26:44Z |
| 60 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18384 | 4594 | Python | 162 | 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。 | 2022-04-26T14:22:56Z |