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 | [Python](https://github.com/TheAlgorithms/Python) | 173871 | 43538 | Python | 27 | All Algorithms implemented in Python | 2023-12-13T15:31:36Z |
| 2 | [transformers](https://github.com/huggingface/transformers) | 117105 | 23397 | Python | 688 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-12-15T01:36:35Z |
| 3 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 79654 | 9564 | Python | 130 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2023-12-04T01:51:02Z |
| 4 | [django](https://github.com/django/django) | 74544 | 30659 | Python | 0 | The Web framework for perfectionists with deadlines. | 2023-12-14T18:21:15Z |
| 5 | [pytorch](https://github.com/pytorch/pytorch) | 73562 | 20244 | Python | 12240 | Tensors and Dynamic neural networks in Python with strong GPU acceleration | 2023-12-15T02:56:24Z |
| 6 | [requests](https://github.com/psf/requests) | 50673 | 9274 | Python | 203 | A simple, yet elegant, HTTP library. | 2023-12-13T13:19:44Z |
| 7 | [privateGPT](https://github.com/imartinez/privateGPT) | 44858 | 5902 | Python | 486 | Interact with your documents using the power of GPT, 100% privately, no data leaks | 2023-12-14T03:44:16Z |
| 8 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 35973 | 3247 | Python | 222 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-12-05T08:06:59Z |
| 9 | [sentry](https://github.com/getsentry/sentry) | 35795 | 4046 | Python | 1791 | Developer-first error tracking and performance monitoring | 2023-12-15T02:44:56Z |
| 10 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 34569 | 2692 | Python | 63 | What the f*ck Python? 😱 | 2023-10-07T19:55:20Z |
| 11 | [airflow](https://github.com/apache/airflow) | 32720 | 13251 | Python | 764 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2023-12-15T02:06:52Z |
| 12 | [ccxt](https://github.com/ccxt/ccxt) | 29805 | 7339 | Python | 725 | A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-12-15T02:54:28Z |
| 13 | [spaCy](https://github.com/explosion/spaCy) | 27788 | 4345 | Python | 74 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-12-13T08:27:45Z |
| 14 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 26795 | 6827 | Python | 72 | Web APIs for Django. 🎸 | 2023-12-14T11:06:44Z |
| 15 | [freqtrade](https://github.com/freqtrade/freqtrade) | 23679 | 5477 | Python | 39 | Free, open source crypto trading bot | 2023-12-14T21:44:36Z |
| 16 | [wttr.in](https://github.com/chubin/wttr.in) | 22796 | 1052 | Python | 277 | :partly_sunny: The right way to check the weather | 2023-11-12T15:56:42Z |
| 17 | [celery](https://github.com/celery/celery) | 22701 | 4587 | Python | 590 | Distributed Task Queue (development branch) | 2023-12-14T14:32:30Z |
| 18 | [jumpserver](https://github.com/jumpserver/jumpserver) | 22652 | 5231 | Python | 64 | 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。 | 2023-12-15T02:57:22Z |
| 19 | [algo](https://github.com/wangzheng0822/algo) | 22378 | 7036 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2023-11-30T03:28:16Z |
| 20 | [JARVIS](https://github.com/microsoft/JARVIS) | 22258 | 1924 | Python | 70 | JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf | 2023-12-04T10:58:34Z |
| 21 | [gpt-2](https://github.com/openai/gpt-2) | 20339 | 5220 | Python | 123 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-11-19T17:51:57Z |
| 22 | [Hello-Python](https://github.com/mouredev/Hello-Python) | 17629 | 1195 | Python | 11 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos y más... | 2023-11-18T16:30:00Z |
| 23 | [mkdocs](https://github.com/mkdocs/mkdocs) | 17574 | 2350 | Python | 113 | Project documentation with Markdown. | 2023-12-14T21:29:00Z |
| 24 | [rasa](https://github.com/RasaHQ/rasa) | 17337 | 4490 | Python | 2 | 💬   Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2023-12-11T22:41:10Z |
| 25 | [luigi](https://github.com/spotify/luigi) | 16961 | 2379 | Python | 96 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.  | 2023-12-14T13:11:59Z |
| 26 | [pydantic](https://github.com/pydantic/pydantic) | 16870 | 1541 | Python | 290 | Data validation using Python type hints | 2023-12-15T01:56:35Z |
| 27 | [ChatPaper](https://github.com/kaixindelele/ChatPaper) | 16326 | 1797 | Python | 61 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 | 2023-10-29T18:07:28Z |
| 28 | [pyspider](https://github.com/binux/pyspider) | 16131 | 3732 | Python | 273 | A Powerful Spider(Web Crawler) System in Python. | 2023-07-05T17:04:26Z |
| 29 | [Chinese-LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca) | 15685 | 1642 | Python | 3 | 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) | 2023-11-09T07:56:13Z |
| 30 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 15484 | 3304 | Python | 64 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2022-07-26T16:22:57Z |
| 31 | [label-studio](https://github.com/HumanSignal/label-studio) | 15010 | 1848 | Python | 595 | Label Studio is a multi-type data labeling and annotation tool with standardized output format | 2023-12-14T19:27:34Z |
| 32 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 14390 | 3393 | Python | 575 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-06-02T18:55:09Z |
| 33 | [ranger](https://github.com/ranger/ranger) | 14287 | 869 | Python | 706 | A VIM-inspired filemanager for the console | 2023-11-24T19:09:21Z |
| 34 | [discord.py](https://github.com/Rapptz/discord.py) | 13800 | 3865 | Python | 62 | An API wrapper for Discord written in Python. | 2023-12-15T00:09:04Z |
| 35 | [langflow](https://github.com/logspace-ai/langflow) | 13761 | 2038 | Python | 43 | ⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. | 2023-12-14T22:54:55Z |
| 36 | [wxpy](https://github.com/youfou/wxpy) | 13658 | 2381 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 37 | [salt](https://github.com/saltstack/salt) | 13645 | 5506 | Python | 2444 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2023-12-15T00:32:37Z |
| 38 | [changedetection.io](https://github.com/dgtlmoon/changedetection.io) | 13446 | 747 | Python | 147 | The best and simplest free open source website change detection, website watcher,  restock monitor and notification service. Restock Monitor, change detection. Designed for simplicity - Simply monitor which websites had a text change for free. Free Open source web page change detection, Website defacement monitoring, Price change notification | 2023-12-11T13:17:42Z |
| 39 | [requests-html](https://github.com/psf/requests-html) | 13436 | 1026 | Python | 173 | Pythonic HTML Parsing for Humans™ | 2023-08-15T17:19:45Z |
| 40 | [newspaper](https://github.com/codelucas/newspaper) | 13341 | 2092 | Python | 404 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2023-10-03T12:53:13Z |
| 41 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 12948 | 1410 | Python | 479 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2023-12-04T14:23:36Z |
| 42 | [awx](https://github.com/ansible/awx) | 12917 | 3318 | Python | 1456 | AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform. | 2023-12-15T02:49:52Z |
| 43 | [pyxel](https://github.com/kitao/pyxel) | 12754 | 835 | Python | 25 | A retro game engine for Python | 2023-12-15T00:10:19Z |
| 44 | [nltk](https://github.com/nltk/nltk) | 12590 | 2817 | Python | 254 | NLTK Source | 2023-11-29T14:59:13Z |
| 45 | [dgl](https://github.com/dmlc/dgl) | 12541 | 2918 | Python | 336 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-12-15T02:35:51Z |
| 46 | [backtrader](https://github.com/mementum/backtrader) | 12115 | 3589 | Python | 0 | Python Backtesting library for trading strategies | 2023-11-19T15:53:51Z |
| 47 | [impacket](https://github.com/fortra/impacket) | 12080 | 3382 | Python | 185 | Impacket is a collection of Python classes for working with network protocols. | 2023-12-13T13:17:22Z |
| 48 | [clip-as-service](https://github.com/jina-ai/clip-as-service) | 11997 | 2057 | Python | 279 | 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP | 2023-12-11T02:51:19Z |
| 49 | [Zappa](https://github.com/Miserlou/Zappa) | 11906 | 1283 | Python | 602 | Serverless Python | 2023-03-23T13:59:31Z |
| 50 | [MOSS](https://github.com/OpenLMLab/MOSS) | 11670 | 1149 | Python | 230 | An open-source tool-augmented conversational language model from Fudan University | 2023-09-08T08:51:08Z |
| 51 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 11818 | 1407 | Python | 0 | Super Resolution for images using deep learning. | 2020-12-29T08:43:04Z |
| 52 | [sympy](https://github.com/sympy/sympy) | 11630 | 4148 | Python | 4249 | A computer algebra system written in pure Python | 2023-12-14T18:31:09Z |
| 53 | [allennlp](https://github.com/allenai/allennlp) | 11614 | 2260 | Python | 80 | An open-source NLP research library, built on PyTorch. | 2022-11-22T23:28:35Z |
| 54 | [schedule](https://github.com/dbader/schedule) | 11257 | 991 | Python | 129 | Python job scheduling for humans. | 2023-12-10T09:31:47Z |
| 55 | [chatgpt-mirai-qq-bot](https://github.com/lss233/chatgpt-mirai-qq-bot) | 10610 | 1351 | Python | 285 | 🚀 一键部署！真正的 AI 聊天机器人！支持ChatGPT、文心一言、讯飞星火、Bing、Bard、ChatGLM、POE，多账号，人设调教，虚拟女仆、图片渲染、语音发送 \| 支持 QQ、Telegram、Discord、微信 等平台 | 2023-11-22T03:13:33Z |
| 56 | [External-Attention-pytorch](https://github.com/xmu-xiaoma666/External-Attention-pytorch) | 10145 | 1812 | Python | 58 | 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ | 2023-10-25T06:27:46Z |
| 57 | [eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee](https://github.com/eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee/eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee) | 9715 | 723 | Python | 104 | eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee | 2019-07-02T11:23:43Z |
| 58 | [english-words](https://github.com/dwyl/english-words) | 9628 | 1751 | Python | 80 | :memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion | 2023-12-04T21:17:36Z |
| 59 | [CustomTkinter](https://github.com/TomSchimansky/CustomTkinter) | 9142 | 934 | Python | 289 | A modern and customizable python UI-library based on Tkinter | 2023-12-13T12:21:16Z |
| 60 | [numba](https://github.com/numba/numba) | 9111 | 1126 | Python | 1427 | NumPy aware dynamic Python compiler using LLVM | 2023-12-14T21:46:50Z |
| 61 | [youtube-dl-gui](https://github.com/MrS0m30n3/youtube-dl-gui) | 9052 | 1586 | Python | 178 | A cross platform front-end GUI of the popular youtube-dl written in wxPython. | 2022-12-06T17:12:44Z |
| 62 | [kedro](https://github.com/kedro-org/kedro) | 9038 | 848 | Python | 281 | Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular. | 2023-12-14T22:18:37Z |
| 63 | [ChatRWKV](https://github.com/BlinkDL/ChatRWKV) | 8974 | 669 | Python | 20 | ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source. | 2023-12-14T11:03:07Z |
| 64 | [Chinese-BERT-wwm](https://github.com/ymcui/Chinese-BERT-wwm) | 8959 | 1366 | Python | 0 | Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型） | 2023-07-31T07:34:40Z |
| 65 | [OpenChatKit](https://github.com/togethercomputer/OpenChatKit) | 8957 | 1018 | Python | 72 | None | 2023-08-22T17:30:35Z |
| 66 | [Python](https://github.com/injetlee/Python) | 8903 | 4281 | Python | 43 | Python脚本。模拟登录知乎， 爬虫，操作excel，微信公众号，远程开机 | 2023-10-10T05:43:43Z |
| 67 | [Mailpile](https://github.com/mailpile/Mailpile) | 8756 | 1045 | Python | 1 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2023-11-01T17:23:19Z |
| 68 | [deepface](https://github.com/serengil/deepface) | 8556 | 1627 | Python | 4 | A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python | 2023-12-14T14:03:46Z |
| 69 | [Reinforcement-learning-with-tensorflow](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow) | 8429 | 5002 | Python | 64 | Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学 | 2023-07-17T08:57:14Z |
| 70 | [google-images-download](https://github.com/hardikvasa/google-images-download) | 8418 | 2135 | Python | 111 | Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code! | 2023-12-05T15:06:53Z |
| 71 | [segmentation_models.pytorch](https://github.com/qubvel/segmentation_models.pytorch) | 8323 | 1551 | Python | 18 | Segmentation models with pretrained backbones. PyTorch. | 2023-11-27T01:24:07Z |
| 72 | [data-science-from-scratch](https://github.com/joelgrus/data-science-from-scratch) | 8042 | 4306 | Python | 56 | code for Data Science From Scratch book | 2023-11-09T21:18:24Z |
| 73 | [pymc](https://github.com/pymc-devs/pymc) | 7926 | 1902 | Python | 198 | Bayesian Modeling and Probabilistic Programming in Python | 2023-12-13T19:24:13Z |
| 74 | [Wav2Lip](https://github.com/Rudrabha/Wav2Lip) | 7868 | 1775 | Python | 215 | This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020.  | 2023-12-07T21:03:26Z |
| 75 | [pysc2](https://github.com/google-deepmind/pysc2) | 7846 | 1164 | Python | 47 | StarCraft II Learning Environment | 2023-07-09T00:54:49Z |
| 76 | [awesome-math](https://github.com/rossant/awesome-math) | 7793 | 903 | Python | 2 | A curated list of awesome mathematics resources | 2023-12-02T10:21:45Z |
| 77 | [wandb](https://github.com/wandb/wandb) | 7590 | 585 | Python | 790 | 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API. | 2023-12-15T02:31:19Z |
| 78 | [TrumpScript](https://github.com/samshadwell/TrumpScript) | 7553 | 455 | Python | 0 | Make Python great again | 2019-12-04T13:55:30Z |
| 79 | [catboost](https://github.com/catboost/catboost) | 7501 | 1160 | Python | 522 | A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. | 2023-12-14T20:54:06Z |
| 80 | [gitsome](https://github.com/donnemartin/gitsome) | 7477 | 473 | Python | 46 | A supercharged Git/GitHub command line interface (CLI).  An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools | 2023-05-03T05:45:13Z |
| 81 | [pipx](https://github.com/pypa/pipx) | 7469 | 350 | Python | 55 | Install and Run Python Applications in Isolated Environments | 2023-12-15T02:57:49Z |
| 82 | [binance-trade-bot](https://github.com/edeng23/binance-trade-bot) | 7385 | 2128 | Python | 98 | Automated cryptocurrency trading bot | 2023-11-28T15:55:06Z |
| 83 | [cupy](https://github.com/cupy/cupy) | 7381 | 730 | Python | 472 | NumPy & SciPy for GPU | 2023-12-14T23:26:28Z |
| 84 | [jukebox](https://github.com/openai/jukebox) | 7325 | 1323 | Python | 180 | Code for the paper "Jukebox: A Generative Model for Music" | 2023-04-02T11:35:47Z |
| 85 | [TensorLayer](https://github.com/tensorlayer/TensorLayer) | 7260 | 1637 | Python | 24 | Deep Learning and Reinforcement Learning Library for Scientists and Engineers  | 2023-02-18T07:58:21Z |
| 86 | [deep-learning-models](https://github.com/fchollet/deep-learning-models) | 7255 | 2475 | Python | 80 | Keras code and weights files for popular deep learning models. | 2020-10-01T05:28:40Z |
| 87 | [stable-dreamfusion](https://github.com/ashawkey/stable-dreamfusion) | 7251 | 660 | Python | 170 | Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion. | 2023-12-10T23:17:27Z |
| 88 | [pip-tools](https://github.com/jazzband/pip-tools) | 7230 | 605 | Python | 147 | A set of tools to keep your pinned Python dependencies fresh. | 2023-12-11T17:37:26Z |
| 89 | [programming-talks](https://github.com/hellerve/programming-talks) | 7174 | 510 | Python | 1 | Awesome & interesting talks about programming | 2023-06-23T14:18:15Z |
| 90 | [jc](https://github.com/kellyjonbrazil/jc) | 7173 | 175 | Python | 34 | CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts. | 2023-12-10T21:14:01Z |
| 91 | [bypy](https://github.com/houtianze/bypy) | 7170 | 1413 | Python | 0 | Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端 | 2023-07-21T03:02:47Z |
| 92 | [nougat](https://github.com/facebookresearch/nougat) | 7144 | 442 | Python | 61 | Implementation of Nougat Neural Optical Understanding for Academic Documents | 2023-11-17T12:48:59Z |
| 93 | [sktime](https://github.com/sktime/sktime) | 7083 | 1181 | Python | 731 | A unified framework for machine learning with time series | 2023-12-14T20:30:42Z |
| 94 | [google-api-python-client](https://github.com/googleapis/google-api-python-client) | 7056 | 2437 | Python | 115 | 🐍 The official Python client library for Google's discovery based APIs. | 2023-12-15T02:39:07Z |
| 95 | [bup](https://github.com/bup/bup) | 7017 | 429 | Python | 0 | Very efficient backup system based on the git packfile format, providing fast incremental saves and global deduplication (among and within files, including virtual machine images). Please post problems or patches to the mailing list for discussion (see the end of the README below). | 2023-12-13T00:05:11Z |
| 96 | [angr](https://github.com/angr/angr) | 6947 | 1031 | Python | 336 | A powerful and user-friendly binary analysis platform! | 2023-12-14T03:40:48Z |
| 97 | [ipwndfu](https://github.com/axi0mX/ipwndfu) | 6929 | 1740 | Python | 156 | open-source jailbreaking tool for many iOS devices | 2023-05-30T16:36:19Z |
| 98 | [featuretools](https://github.com/alteryx/featuretools) | 6895 | 853 | Python | 171 | An open source python library for automated feature engineering | 2023-12-13T16:41:39Z |
| 99 | [gcn](https://github.com/tkipf/gcn) | 6889 | 1992 | Python | 118 | Implementation of Graph Convolutional Networks in TensorFlow | 2023-04-14T08:09:28Z |
| 100 | [stanza](https://github.com/stanfordnlp/stanza) | 6881 | 906 | Python | 77 | Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages | 2023-12-15T00:02:52Z |