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) | 232498 | 26469 | Python | 36 | A collective list of free APIs | 2023-03-27T02:31:46Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 215454 | 38380 | Python | 174 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2023-03-30T00:47:24Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 156064 | 39472 | Python | 17 | All Algorithms implemented in Python | 2023-03-29T14:43:04Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 132182 | 48436 | Python | 495 | Python - 100天从新手到大师 | 2023-03-13T06:33:25Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 88543 | 19017 | Python | 485 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-03-30T01:35:24Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 76610 | 3340 | Python | 211 | Magnificent app which corrects your previous console command. | 2023-03-28T16:35:17Z |
| 7 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 58336 | 13967 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2023-03-18T15:49:07Z |
| 8 | [fastapi](https://github.com/tiangolo/fastapi) | 56020 | 4643 | Python | 16 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2023-03-29T16:35:54Z |
| 9 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 55476 | 10263 | Python | 1705 | Stable Diffusion web UI | 2023-03-30T01:31:52Z |
| 10 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 53563 | 24122 | Python | 1558 | scikit-learn: machine learning in Python | 2023-03-29T22:08:36Z |
| 11 | [scrapy](https://github.com/scrapy/scrapy) | 46621 | 9903 | Python | 483 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2023-03-29T12:27:41Z |
| 12 | [faceswap](https://github.com/deepfakes/faceswap) | 44161 | 12199 | Python | 17 | Deepfakes Software For All | 2023-03-01T17:52:20Z |
| 13 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 41835 | 9217 | Python | 11 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2023-03-26T15:54:58Z |
| 14 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 40489 | 7379 | Python | 100 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2023-03-22T10:55:52Z |
| 15 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 38202 | 8539 | Python | 514 | DeepFaceLab is the leading software for creating deepfakes. | 2023-03-13T04:56:43Z |
| 16 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 37426 | 5037 | Python | 208 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2023-03-29T03:24:41Z |
| 17 | [python-patterns](https://github.com/faif/python-patterns) | 36982 | 6761 | Python | 9 | A collection of design patterns/idioms in Python | 2023-01-27T22:41:14Z |
| 18 | [yolov5](https://github.com/ultralytics/yolov5) | 36815 | 13298 | Python | 220 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2023-03-29T13:41:47Z |
| 19 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 34968 | 7200 | Python | 49 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 20 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33322 | 19111 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 21 | [XX-Net](https://github.com/XX-net/XX-Net) | 31847 | 7781 | Python | 7858 | A proxy tool to bypass GFW. | 2023-03-29T09:49:36Z |
| 22 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 30553 | 3658 | Python | 239 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2023-03-29T11:13:54Z |
| 23 | [jieba](https://github.com/fxsjy/jieba) | 30226 | 6653 | Python | 605 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 24 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 29562 | 3384 | Python | 9 | ALL IN ONE Hacking Tool For Hackers | 2023-03-15T10:16:36Z |
| 25 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 29172 | 6028 | Python | 1349 | 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) | 2023-03-28T07:27:47Z |
| 26 | [HanLP](https://github.com/hankcs/HanLP) | 28517 | 8044 | Python | 7 | 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 | 2023-03-25T19:25:18Z |
| 27 | [MockingBird](https://github.com/babysor/MockingBird) | 27615 | 4095 | Python | 384 | 🚀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 | 2023-03-28T18:32:21Z |
| 28 | [Python](https://github.com/geekcomputers/Python) | 27347 | 11499 | Python | 205 | My Python Examples | 2023-03-27T17:35:09Z |
| 29 | [visual-chatgpt](https://github.com/microsoft/visual-chatgpt) | 27158 | 2416 | Python | 119 | Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models | 2023-03-30T02:33:42Z |
| 30 | [spaCy](https://github.com/explosion/spaCy) | 25641 | 4061 | Python | 78 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-03-29T16:54:47Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 25610 | 5503 | Python | 304 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2023-02-21T13:27:43Z |
| 32 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 25235 | 6533 | Python | 73 | Web APIs for Django. 🎸 | 2023-03-30T00:41:37Z |
| 33 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24821 | 7525 | Python | 13 | 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. | 2023-02-11T17:30:14Z |
| 34 | [ray](https://github.com/ray-project/ray) | 24815 | 4325 | Python | 2605 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2023-03-30T02:55:30Z |
| 35 | [pytorch-image-models](https://github.com/huggingface/pytorch-image-models) | 24410 | 4011 | Python | 65 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2023-03-29T14:47:00Z |
| 36 | [tqdm](https://github.com/tqdm/tqdm) | 24361 | 1249 | Python | 341 | A Fast, Extensible Progress Bar for Python and CLI | 2023-03-29T12:53:48Z |
| 37 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 23644 | 12791 | Python | 61 | Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers  | 2023-03-29T15:15:06Z |
| 38 | [streamlit](https://github.com/streamlit/streamlit) | 23578 | 2091 | Python | 609 | Streamlit — The fastest way to build data apps in Python | 2023-03-30T00:30:41Z |
| 39 | [ItChat](https://github.com/littlecodersh/ItChat) | 23504 | 5431 | Python | 250 | 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。 | 2023-03-15T06:34:38Z |
| 40 | [Depix](https://github.com/beurtschipper/Depix) | 23356 | 2874 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 41 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22863 | 11331 | Python | 1821 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2023-03-11T12:16:51Z |
| 42 | [hosts](https://github.com/StevenBlack/hosts) | 22685 | 1950 | Python | 38 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-03-30T02:25:17Z |
| 43 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 22228 | 729 | Python | 112 | 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. | 2022-12-06T01:05:48Z |
| 44 | [lightning](https://github.com/Lightning-AI/lightning) | 22132 | 2806 | Python | 611 | Deep learning framework to train, deploy, and ship AI products Lightning fast. | 2023-03-30T02:46:04Z |
| 45 | [ColossalAI](https://github.com/hpcaitech/ColossalAI) | 22024 | 2483 | Python | 319 | Making large AI models cheaper, faster and more accessible | 2023-03-30T02:52:41Z |
| 46 | [algo](https://github.com/wangzheng0822/algo) | 21807 | 6948 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2022-11-04T12:46:41Z |
| 47 | [celery](https://github.com/celery/celery) | 21194 | 4453 | Python | 543 | Distributed Task Queue (development branch) | 2023-03-29T18:00:01Z |
| 48 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 20293 | 2063 | Python | 212 | Investment Research for Everyone, Anywhere. | 2023-03-29T23:11:24Z |
| 49 | [jumpserver](https://github.com/jumpserver/jumpserver) | 20165 | 4821 | Python | 167 | JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。 | 2023-03-30T02:24:47Z |
| 50 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 20074 | 1521 | Python | 320 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-03-30T00:19:54Z |
| 51 | [awesome-quant](https://github.com/wilsonfreitas/awesome-quant) | 11952 | 1992 | Python | 6 | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 2023-03-24T19:45:00Z |
| 52 | [zhao](https://github.com/programthink/zhao) | 11914 | 2697 | Python | 343 | 【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵 | 2021-08-01T15:22:51Z |
| 53 | [explainshell](https://github.com/idank/explainshell) | 11774 | 739 | Python | 132 | match command-line arguments to their help text | 2023-03-04T16:11:29Z |
| 54 | [openage](https://github.com/SFTtech/openage) | 11642 | 1094 | Python | 224 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-03-30T00:21:53Z |
| 55 | [httpbin](https://github.com/postmanlabs/httpbin) | 11573 | 1727 | Python | 127 | HTTP Request & Response Service, written in Python + Flask. | 2023-03-24T09:05:57Z |
| 56 | [scipy](https://github.com/scipy/scipy) | 10989 | 4645 | Python | 1389 | SciPy library main repository | 2023-03-30T01:03:00Z |
| 57 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10984 | 1209 | Python | 46 | Style transfer, deep learning, feature transform | 2022-09-08T16:10:37Z |
| 58 | [typer](https://github.com/tiangolo/typer) | 10808 | 441 | Python | 164 | Typer, build great CLIs. Easy to code. Based on Python type hints. | 2023-03-21T12:25:44Z |
| 59 | [edgedb](https://github.com/edgedb/edgedb) | 10746 | 311 | Python | 404 | A graph-relational database with declarative schema, built-in migration system, and a next-generation query language | 2023-03-30T02:49:44Z |
| 60 | [fast-style-transfer](https://github.com/lengstrom/fast-style-transfer) | 10709 | 2642 | Python | 98 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2022-06-14T01:24:40Z |
| 61 | [synapse](https://github.com/matrix-org/synapse) | 10696 | 1996 | Python | 1424 | Synapse: Matrix homeserver written in Python/Twisted. | 2023-03-29T21:56:11Z |
| 62 | [Chinese-Word-Vectors](https://github.com/Embedding/Chinese-Word-Vectors) | 10667 | 2250 | Python | 51 | 100+ Chinese Word Vectors 上百种预训练中文词向量  | 2023-01-03T03:48:04Z |
| 63 | [tutorials](https://github.com/MorvanZhou/tutorials) | 10578 | 5698 | Python | 11 | 机器学习相关教程 | 2020-12-22T22:02:58Z |
| 64 | [seaborn](https://github.com/mwaskom/seaborn) | 10524 | 1718 | Python | 107 | Statistical data visualization in Python | 2023-03-22T15:57:28Z |
| 65 | [chatgpt_academic](https://github.com/binary-husky/chatgpt_academic) | 10219 | 924 | Python | 39 | 科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能 | 2023-03-29T21:09:46Z |
| 66 | [numpy-100](https://github.com/rougier/numpy-100) | 10117 | 5035 | Python | 25 | 100 numpy exercises (with solutions) | 2023-03-18T07:20:34Z |
| 67 | [alphafold](https://github.com/deepmind/alphafold) | 10056 | 1784 | Python | 105 | Open source code for AlphaFold. | 2023-03-27T20:24:50Z |
| 68 | [pwntools](https://github.com/Gallopsled/pwntools) | 10033 | 1584 | Python | 109 | CTF framework and exploit development library | 2023-03-26T09:46:22Z |
| 69 | [labelme](https://github.com/wkentaro/labelme) | 10003 | 2919 | Python | 47 | Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). | 2023-03-13T20:41:33Z |
| 70 | [pytest](https://github.com/pytest-dev/pytest) | 9973 | 2294 | Python | 806 | The pytest framework makes it easy to write small tests, yet scales to support complex functional testing | 2023-03-27T13:52:47Z |
| 71 | [chinese-xinhua](https://github.com/pwxcoo/chinese-xinhua) | 9964 | 2367 | Python | 25 | :orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。 | 2022-12-09T13:45:45Z |
| 72 | [howdoi](https://github.com/gleitz/howdoi) | 9951 | 863 | Python | 9 | instant coding answers via the command line | 2023-01-26T01:10:41Z |
| 73 | [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection) | 9927 | 2490 | Python | 856 | Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. | 2023-03-29T14:39:09Z |
| 74 | [peewee](https://github.com/coleifer/peewee) | 9909 | 1367 | Python | 0 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2023-03-26T20:10:10Z |
| 75 | [ParlAI](https://github.com/facebookresearch/ParlAI) | 9901 | 2010 | Python | 77 | A framework for training and evaluating AI models on a variety of openly available dialogue datasets. | 2023-03-29T20:12:35Z |
| 76 | [DeepSpeed](https://github.com/microsoft/DeepSpeed) | 9889 | 1175 | Python | 589 | DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | 2023-03-30T02:58:09Z |
| 77 | [sqlmodel](https://github.com/tiangolo/sqlmodel) | 9642 | 413 | Python | 177 | SQL databases in Python, designed for simplicity, compatibility, and robustness. | 2023-03-24T12:57:43Z |
| 78 | [musicbox](https://github.com/darknessomi/musicbox) | 9590 | 1602 | Python | 224 | 网易云音乐命令行版本 | 2022-06-28T07:42:25Z |
| 79 | [tflearn](https://github.com/tflearn/tflearn) | 9587 | 2412 | Python | 551 | Deep learning library featuring a higher-level API for TensorFlow. | 2021-01-25T09:41:59Z |
| 80 | [tweepy](https://github.com/tweepy/tweepy) | 9568 | 4357 | Python | 63 | Twitter for Python! | 2023-03-27T10:30:12Z |
| 81 | [sonnet](https://github.com/deepmind/sonnet) | 9536 | 1351 | Python | 29 | TensorFlow-based neural network library | 2023-02-23T15:39:15Z |
| 82 | [dirsearch](https://github.com/maurosoria/dirsearch) | 9442 | 2138 | Python | 46 | Web path scanner | 2023-03-09T05:29:44Z |
| 83 | [yolov3](https://github.com/ultralytics/yolov3) | 9393 | 3395 | Python | 9 | YOLOv3 in PyTorch > ONNX > CoreML > TFLite | 2023-03-28T00:33:15Z |
| 84 | [MLAlgorithms](https://github.com/rushter/MLAlgorithms) | 9317 | 1609 | Python | 9 | Minimal and clean examples of machine learning algorithms implementations | 2022-01-31T06:13:40Z |
| 85 | [DALLE2-pytorch](https://github.com/lucidrains/DALLE2-pytorch) | 9290 | 829 | Python | 46 | Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network,  in Pytorch | 2023-03-07T20:42:01Z |
| 86 | [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark) | 9071 | 2547 | Python | 497 | Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch. | 2023-02-16T04:01:32Z |
| 87 | [rembg](https://github.com/danielgatis/rembg) | 9058 | 1128 | Python | 11 | Rembg is a tool to remove images background | 2023-03-29T11:24:30Z |
| 88 | [falcon](https://github.com/falconry/falcon) | 9035 | 896 | Python | 151 | The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale. | 2023-03-26T15:27:49Z |
| 89 | [tpot](https://github.com/EpistasisLab/tpot) | 8997 | 1516 | Python | 270 | A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | 2023-03-24T18:16:05Z |
| 90 | [node-gyp](https://github.com/nodejs/node-gyp) | 8961 | 1754 | Python | 173 | Node.js native addon build tool | 2023-03-13T11:14:26Z |
| 91 | [serverless-application-model](https://github.com/aws/serverless-application-model) | 8960 | 2305 | Python | 124 | The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates. | 2023-03-29T00:13:55Z |
| 92 | [Keras-GAN](https://github.com/eriklindernoren/Keras-GAN) | 8925 | 3147 | Python | 123 | Keras implementations of Generative Adversarial Networks. | 2022-12-12T05:55:51Z |
| 93 | [calibre-web](https://github.com/janeczku/calibre-web) | 8837 | 1050 | Python | 335 | :books: Web app for browsing, reading and downloading eBooks stored in a Calibre database | 2023-03-29T15:23:07Z |
| 94 | [ludwig](https://github.com/ludwig-ai/ludwig) | 8825 | 1035 | Python | 217 | Data-centric declarative deep learning framework | 2023-03-30T02:02:49Z |
| 95 | [practical-python](https://github.com/dabeaz-course/practical-python) | 8605 | 5188 | Python | 2 | Practical Python Programming (course by @dabeaz) | 2023-03-06T21:37:08Z |
| 96 | [Nuitka](https://github.com/Nuitka/Nuitka) | 8543 | 464 | Python | 202 | Nuitka is a Python compiler written in Python.  It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, and 3.10.  You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.  | 2023-03-29T15:45:42Z |
| 97 | [streamlink](https://github.com/streamlink/streamlink) | 8504 | 1003 | Python | 48 | Streamlink is a CLI utility which pipes video streams from various services into a video player | 2023-03-27T16:36:36Z |
| 98 | [mvt](https://github.com/mvt-project/mvt) | 8455 | 758 | Python | 12 | MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise. | 2023-03-29T12:49:01Z |
| 99 | [fsociety](https://github.com/Manisso/fsociety) | 8450 | 1818 | Python | 34 | fsociety Hacking Tools Pack – A Penetration Testing Framework | 2022-11-15T18:17:26Z |
| 100 | [MHDDoS](https://github.com/MatrixTM/MHDDoS) | 8278 | 1803 | Python | 61 | Best DDoS Attack Script  Python3, (Cyber / DDos) Attack With 56 Methods | 2023-03-19T22:45:35Z |