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 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 60257 | 4933 | Python | 1179 | A youtube-dl fork with additional features and fixes | 2023-11-18T01:12:00Z |
| 2 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 56456 | 24883 | Python | 1622 | scikit-learn: machine learning in Python | 2023-11-18T02:34:43Z |
| 3 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 50902 | 9878 | 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70多个国家的500多所大学用于教学。 | 2023-11-13T07:24:41Z |
| 4 | [whisper](https://github.com/openai/whisper) | 49559 | 5646 | Python | 0 | Robust Speech Recognition via Large-Scale Weak Supervision | 2023-11-17T19:59:53Z |
| 5 | [faceswap](https://github.com/deepfakes/faceswap) | 47557 | 12753 | Python | 16 | Deepfakes Software For All | 2023-11-17T02:15:37Z |
| 6 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 40282 | 5399 | Python | 234 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2023-11-04T22:37:35Z |
| 7 | [python-patterns](https://github.com/faif/python-patterns) | 38429 | 6944 | Python | 11 | A collection of design patterns/idioms in Python | 2023-08-14T05:45:27Z |
| 8 | [text-generation-webui](https://github.com/oobabooga/text-generation-webui) | 27137 | 3662 | Python | 290 | A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models. | 2023-11-17T13:18:31Z |
| 9 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 26978 | 5853 | Python | 22 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.  These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw | 2023-11-08T09:54:09Z |
| 10 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 25788 | 7686 | Python | 17 | 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. | 2023-10-10T23:01:07Z |
| 11 | [glances](https://github.com/nicolargo/glances) | 23813 | 1415 | Python | 211 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2023-11-18T01:52:44Z |
| 12 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 23623 | 11582 | Python | 1866 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2023-11-12T21:15:31Z |
| 13 | [algorithms](https://github.com/keon/algorithms) | 23095 | 4599 | Python | 56 | Minimal examples of data structures and algorithms in Python | 2023-11-13T17:52:29Z |
| 14 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21994 | 3588 | Python | 35 | 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. | 2023-11-02T21:57:40Z |
| 15 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 20548 | 1439 | Python | 10 | Guide to securing and improving privacy on macOS | 2023-10-15T23:31:32Z |
| 16 | [tinygrad](https://github.com/tinygrad/tinygrad) | 20388 | 2626 | Python | 69 | You like pytorch? You like micrograd? You love tinygrad! ❤️  | 2023-11-18T03:00:13Z |
| 17 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 19803 | 3922 | Python | 75 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | 2023-11-13T02:50:13Z |
| 18 | [diffusers](https://github.com/huggingface/diffusers) | 19004 | 3923 | Python | 306 | 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch | 2023-11-18T00:53:31Z |
| 19 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 18949 | 3425 | Python | 751 | Graph Neural Network Library for PyTorch | 2023-11-17T22:48:46Z |
| 20 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 18574 | 7443 | Python | 53 | deep learning for image processing including classification and object-detection etc. | 2023-03-09T07:30:16Z |
| 21 | [ddia](https://github.com/Vonng/ddia) | 18504 | 4004 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-11-15T01:50:31Z |
| 22 | [ChatDev](https://github.com/OpenBMB/ChatDev) | 17254 | 1999 | Python | 26 | Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) | 2023-11-15T10:55:40Z |
| 23 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15956 | 3052 | Python | 241 | Avatars for Zoom, Skype and other video-conferencing apps. | 2023-10-14T16:30:48Z |
| 24 | [twint](https://github.com/twintproject/twint) | 15291 | 2729 | Python | 522 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2023-02-23T13:58:09Z |
| 25 | [erpnext](https://github.com/frappe/erpnext) | 15257 | 6062 | Python | 1609 | Free and Open Source Enterprise Resource Planning (ERP) | 2023-11-17T17:27:49Z |
| 26 | [ml-stable-diffusion](https://github.com/apple/ml-stable-diffusion) | 15184 | 801 | Python | 134 | Stable Diffusion with Core ML on Apple Silicon | 2023-11-14T18:35:27Z |
| 27 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 15180 | 2341 | Python | 69 | 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。 | 2021-04-12T16:11:40Z |
| 28 | [aws-cli](https://github.com/aws/aws-cli) | 14445 | 3956 | Python | 415 | Universal Command Line Interface for Amazon Web Services | 2023-11-17T23:38:05Z |
| 29 | [fabric](https://github.com/fabric/fabric) | 14314 | 1982 | Python | 424 | Simple, Pythonic remote execution and deployment. | 2023-10-02T00:20:18Z |
| 30 | [aiohttp](https://github.com/aio-libs/aiohttp) | 14096 | 1983 | Python | 405 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-11-18T01:42:41Z |
| 31 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 13930 | 1425 | Python | 822 | DeDRM tools for ebooks | 2023-08-06T13:50:16Z |
| 32 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 13658 | 2541 | Python | 17 | A list of all named GANs! | 2023-10-06T18:30:38Z |
| 33 | [networkx](https://github.com/networkx/networkx) | 13445 | 3119 | Python | 185 | Network Analysis in Python | 2023-11-17T20:45:08Z |
| 34 | [rembg](https://github.com/danielgatis/rembg) | 12093 | 1466 | Python | 15 | Rembg is a tool to remove images background | 2023-11-09T01:56:25Z |
| 35 | [walle-web](https://github.com/meolu/walle-web) | 11706 | 2757 | Python | 377 | walle - 瓦力 Devops开源项目代码部署平台 | 2022-01-06T22:27:38Z |
| 36 | [httpx](https://github.com/encode/httpx) | 11438 | 794 | Python | 22 | A next generation HTTP client for Python. 🦋 | 2023-11-17T14:00:04Z |
| 37 | [labelme](https://github.com/wkentaro/labelme) | 11383 | 3143 | Python | 64 | Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). | 2023-10-17T19:07:18Z |
| 38 | [fashion-mnist](https://github.com/zalandoresearch/fashion-mnist) | 11182 | 2920 | Python | 27 | A MNIST-like fashion product database. Benchmark :point_down:  | 2022-06-13T20:36:21Z |
| 39 | [tutorials](https://github.com/MorvanZhou/tutorials) | 11059 | 5726 | Python | 11 | 机器学习相关教程 | 2020-12-22T22:02:58Z |
| 40 | [alphafold](https://github.com/google-deepmind/alphafold) | 11014 | 1976 | Python | 178 | Open source code for AlphaFold. | 2023-11-17T07:17:25Z |
| 41 | [pwntools](https://github.com/Gallopsled/pwntools) | 10906 | 1662 | Python | 99 | CTF framework and exploit development library | 2023-11-15T06:48:42Z |
| 42 | [pytest](https://github.com/pytest-dev/pytest) | 10778 | 2444 | Python | 802 | The pytest framework makes it easy to write small tests, yet scales to support complex functional testing | 2023-11-17T08:42:05Z |
| 43 | [shap-e](https://github.com/openai/shap-e) | 10597 | 800 | Python | 71 | Generate 3D objects conditioned on text or images | 2023-11-08T17:19:41Z |
| 44 | [chinese-xinhua](https://github.com/pwxcoo/chinese-xinhua) | 10369 | 2468 | 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 |
| 45 | [frigate](https://github.com/blakeblackshear/frigate) | 10351 | 1062 | Python | 247 | NVR with realtime local object detection for IP cameras | 2023-11-17T21:16:14Z |
| 46 | [RWKV-LM](https://github.com/BlinkDL/RWKV-LM) | 10258 | 708 | Python | 35 | RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding. | 2023-11-14T07:17:07Z |
| 47 | [MHDDoS](https://github.com/MatrixTM/MHDDoS) | 9883 | 2242 | Python | 0 | Best DDoS Attack Script  Python3, (Cyber / DDos) Attack With 56 Methods | 2023-10-10T18:43:40Z |
| 48 | [eat_tensorflow2_in_30_days](https://github.com/lyhue1991/eat_tensorflow2_in_30_days) | 9870 | 2473 | Python | 25 | Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 | 2022-09-22T03:18:54Z |
| 49 | [visdom](https://github.com/fossasia/visdom) | 9778 | 1154 | Python | 103 | A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy. | 2023-10-19T10:56:04Z |
| 50 | [vllm](https://github.com/vllm-project/vllm) | 9774 | 1158 | Python | 565 | A high-throughput and memory-efficient inference and serving engine for LLMs | 2023-11-18T03:03:57Z |
| 51 | [Gooey](https://github.com/chriskiehl/Gooey) | 17943 | 1042 | Python | 123 | Turn (almost) any Python command line program into a full GUI application with one line | 2023-09-27T17:49:39Z |
| 52 | [babyagi](https://github.com/yoheinakajima/babyagi) | 17797 | 2402 | Python | 98 | None | 2023-09-27T09:35:13Z |
| 53 | [datasets](https://github.com/huggingface/datasets) | 17556 | 2384 | Python | 552 | 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools | 2023-11-17T17:56:38Z |
| 54 | [audiocraft](https://github.com/facebookresearch/audiocraft) | 17318 | 1652 | Python | 192 | Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning. | 2023-11-15T14:37:24Z |
| 55 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 17117 | 601 | Python | 140 | get things from one computer to another, safely | 2023-10-31T22:19:31Z |
| 56 | [game-programmer](https://github.com/miloyip/game-programmer) | 16820 | 2011 | Python | 23 | A Study Path for Game Programmer | 2023-04-14T08:07:17Z |
| 57 | [zipline](https://github.com/quantopian/zipline) | 16602 | 4680 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2023-07-17T16:46:23Z |
| 58 | [manim](https://github.com/ManimCommunity/manim) | 16538 | 1356 | Python | 328 | A community-maintained Python framework for creating mathematical animations.  | 2023-11-16T22:00:21Z |
| 59 | [faker](https://github.com/joke2k/faker) | 16526 | 1837 | Python | 18 | Faker is a Python package that generates fake data for you. | 2023-11-17T19:42:30Z |
| 60 | [wagtail](https://github.com/wagtail/wagtail) | 16287 | 3488 | Python | 846 | A Django content management system focused on flexibility and user experience | 2023-11-18T01:02:41Z |
| 61 | [inter](https://github.com/rsms/inter) | 15933 | 387 | Python | 68 | The Inter font family | 2023-11-13T20:32:54Z |
| 62 | [onnx](https://github.com/onnx/onnx) | 15896 | 3602 | Python | 261 | Open standard for machine learning interoperability | 2023-11-17T19:10:01Z |
| 63 | [InstaPy](https://github.com/InstaPy/InstaPy) | 15869 | 3794 | Python | 460 | 📷 Instagram Bot - Tool for automated Instagram interactions | 2023-10-11T22:08:55Z |
| 64 | [learn-python](https://github.com/trekhleb/learn-python) | 15260 | 2580 | Python | 5 | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 2023-08-11T16:27:18Z |
| 65 | [Fooocus](https://github.com/lllyasviel/Fooocus) | 15105 | 1187 | Python | 321 | Focus on prompting and generating | 2023-11-17T22:37:21Z |
| 66 | [ComfyUI](https://github.com/comfyanonymous/ComfyUI) | 15103 | 1501 | Python | 722 | The most powerful and modular stable diffusion GUI with a graph/nodes interface. | 2023-11-17T17:32:32Z |
| 67 | [PyTorch-GAN](https://github.com/eriklindernoren/PyTorch-GAN) | 14958 | 3916 | Python | 106 | PyTorch implementations of Generative Adversarial Networks. | 2023-05-24T13:14:03Z |
| 68 | [gpt-pilot](https://github.com/Pythagora-io/gpt-pilot) | 14819 | 1170 | Python | 50 | Dev tool that writes scalable apps from scratch while the developer oversees the implementation | 2023-11-17T11:28:44Z |
| 69 | [vision](https://github.com/pytorch/vision) | 14788 | 6815 | Python | 747 | Datasets, Transforms and Models specific to Computer Vision | 2023-11-17T11:34:40Z |
| 70 | [gensim](https://github.com/piskvorky/gensim) | 14786 | 4378 | Python | 375 | Topic Modelling for Humans | 2023-11-01T12:33:08Z |
| 71 | [click](https://github.com/pallets/click) | 14495 | 1396 | Python | 79 | Python composable command line interface toolkit | 2023-11-07T22:56:25Z |
| 72 | [plotly.py](https://github.com/plotly/plotly.py) | 14412 | 2441 | Python | 1389 | The interactive graphing library for Python :sparkles: This project now includes Plotly Express! | 2023-11-18T02:19:15Z |
| 73 | [dalle-mini](https://github.com/borisdayma/dalle-mini) | 14410 | 1172 | Python | 92 | DALL·E Mini - Generate images from a text prompt | 2023-11-09T09:20:46Z |
| 74 | [posthog](https://github.com/PostHog/posthog) | 14334 | 870 | Python | 1574 | 🦔 PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host. | 2023-11-18T00:36:25Z |
| 75 | [Ciphey](https://github.com/Ciphey/Ciphey) | 14329 | 907 | Python | 50 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-10-12T12:39:44Z |
| 76 | [reflex](https://github.com/reflex-dev/reflex) | 14067 | 881 | Python | 283 | 🕸 Web apps in pure Python 🐍 | 2023-11-18T01:13:31Z |
| 77 | [pyecharts](https://github.com/pyecharts/pyecharts) | 14015 | 2866 | Python | 10 | 🎨 Python Echarts Plotting Library | 2023-10-28T02:59:49Z |
| 78 | [powerline](https://github.com/powerline/powerline) | 13982 | 1023 | Python | 199 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2023-10-24T21:07:54Z |
| 79 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13823 | 4417 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 80 | [ivy](https://github.com/unifyai/ivy) | 13773 | 5999 | Python | 2966 | The Unified AI Framework | 2023-11-18T03:01:35Z |
| 81 | [horovod](https://github.com/horovod/horovod) | 13659 | 2225 | Python | 362 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-11-16T14:52:30Z |
| 82 | [yapf](https://github.com/google/yapf) | 13487 | 951 | Python | 352 | A formatter for Python files | 2023-11-17T14:50:08Z |
| 83 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 13486 | 2464 | Python | 171 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-11-15T22:02:28Z |
| 84 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 13469 | 592 | Python | 56 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-08-21T16:40:38Z |
| 85 | [python-mini-projects](https://github.com/Python-World/python-mini-projects) | 13368 | 4403 | Python | 37 | A collection of simple python mini projects to enhance your python skills | 2022-07-17T08:51:24Z |
| 86 | [zhao](https://github.com/programthink/zhao) | 13057 | 2810 | Python | 364 | 【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 |
| 87 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 13042 | 1934 | Python | 0 | Command line interface for testing internet bandwidth using speedtest.net | 2023-10-04T16:10:57Z |
| 88 | [qlib](https://github.com/microsoft/qlib) | 12846 | 2226 | Python | 157 | Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL. | 2023-11-16T10:11:29Z |
| 89 | [albumentations](https://github.com/albumentations-team/albumentations) | 12810 | 1554 | Python | 366 | Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation:  https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | 2023-11-10T13:46:57Z |
| 90 | [voice-changer](https://github.com/w-okada/voice-changer) | 12620 | 1427 | Python | 53 | リアルタイムボイスチェンジャー Realtime Voice Changer | 2023-11-14T09:46:01Z |
| 91 | [typer](https://github.com/tiangolo/typer) | 12489 | 507 | Python | 151 | Typer, build great CLIs. Easy to code. Based on Python type hints. | 2023-11-16T18:28:39Z |
| 92 | [evals](https://github.com/openai/evals) | 12460 | 2319 | Python | 85 | Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. | 2023-11-17T18:04:40Z |
| 93 | [sentence-transformers](https://github.com/UKPLab/sentence-transformers) | 12398 | 2175 | Python | 999 | Multilingual Sentence & Image Embeddings with BERT | 2023-11-17T06:21:46Z |
| 94 | [XSStrike](https://github.com/s0md3v/XSStrike) | 12165 | 1844 | Python | 60 | Most advanced XSS scanner. | 2023-11-10T22:37:56Z |
| 95 | [httpbin](https://github.com/postmanlabs/httpbin) | 12087 | 1836 | Python | 133 | HTTP Request & Response Service, written in Python + Flask. | 2023-09-27T10:27:30Z |
| 96 | [openage](https://github.com/SFTtech/openage) | 12084 | 1129 | Python | 207 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-11-12T23:47:57Z |
| 97 | [Swin-Transformer](https://github.com/microsoft/Swin-Transformer) | 11972 | 1895 | Python | 155 | This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows". | 2023-11-08T07:03:37Z |
| 98 | [scipy](https://github.com/scipy/scipy) | 11911 | 4914 | Python | 1446 | SciPy library main repository | 2023-11-18T01:43:10Z |
| 99 | [AutoEq](https://github.com/jaakkopasanen/AutoEq) | 11828 | 2484 | Python | 10 | Automatic headphone equalization from frequency responses | 2023-11-12T16:56:35Z |
| 100 | [edgedb](https://github.com/edgedb/edgedb) | 11818 | 365 | Python | 574 | A graph-relational database with declarative schema, built-in migration system, and a next-generation query language | 2023-11-18T02:43:54Z |