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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | Python | 167789 | 41750 | Python | 27 | All Algorithms implemented in Python | 2023-09-03T19:06:39Z |
| 2 | Auto-GPT | 147824 | 32014 | Python | 621 | An experimental open-source attempt to make GPT-4 fully autonomous. | 2023-08-31T00:51:27Z |
| 3 | Python-100-Days | 139499 | 49763 | Python | 505 | Python - 100天从新手到大师 | 2023-08-14T06:13:11Z |
| 4 | transformers | 111196 | 22081 | Python | 596 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-09-03T20:39:29Z |
| 5 | Open-Assistant | 35027 | 3126 | Python | 218 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-08-30T17:16:30Z |
| 6 | DragGAN | 32733 | 3621 | Python | 114 | Official Code for DragGAN (SIGGRAPH 2023) | 2023-08-04T00:08:45Z |
| 7 | XX-Net | 32152 | 7806 | Python | 7878 | A proxy tool to bypass GFW. | 2023-09-02T06:17:03Z |
| 8 | ColossalAI | 31853 | 3720 | Python | 255 | Making large AI models cheaper, faster and more accessible | 2023-09-04T02:56:22Z |
| 9 | MockingBird | 30752 | 4698 | Python | 440 | 🚀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 | 2023-08-31T03:42:15Z |
| 10 | HanLP | 30127 | 8664 | Python | 8 | 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 | 2023-08-20T18:22:40Z |
| 11 | ccxt | 29035 | 7152 | Python | 788 | A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-09-04T00:14:28Z |
| 12 | ray | 27371 | 4707 | Python | 2979 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. | 2023-09-04T01:23:50Z |
| 13 | spaCy | 27003 | 4234 | Python | 74 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-09-03T19:13:09Z |
| 14 | django-rest-framework | 26242 | 6687 | Python | 69 | Web APIs for Django. 🎸 | 2023-08-31T10:29:09Z |
| 15 | linkedin-skill-assessments-quizzes | 26230 | 13300 | Python | 78 | 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 | 2023-09-02T19:46:12Z |
| 16 | ItChat | 24190 | 5530 | Python | 254 | 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 |
| 17 | hosts | 23771 | 2027 | Python | 46 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-09-03T13:11:17Z |
| 18 | MiniGPT-4 | 22303 | 2621 | Python | 221 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-09-01T19:22:43Z |
| 19 | algo | 22145 | 6990 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2023-07-20T17:35:57Z |
| 20 | celery | 22106 | 4549 | Python | 569 | Distributed Task Queue (development branch) | 2023-09-04T02:50:59Z |
| 21 | jumpserver | 21943 | 5072 | Python | 266 | 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。 | 2023-09-01T04:05:44Z |
| 22 | gpt-2 | 19799 | 5108 | Python | 120 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-06-02T09:33:46Z |
| 23 | dash | 19286 | 1945 | Python | 724 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-09-01T17:49:03Z |
| 24 | modern-cpp-features | 17418 | 1925 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 25 | rasa | 16949 | 4422 | Python | 1 | 💬 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 | 2023-09-04T01:23:52Z |
| 26 | luigi | 16762 | 2375 | Python | 92 | 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. | 2023-08-29T23:14:36Z |
| 27 | zipline | 16442 | 4638 | Python | 321 | Zipline, a Pythonic Algorithmic Trading Library | 2023-07-17T16:46:23Z |
| 28 | recommenders | 16254 | 2827 | Python | 151 | Best Practices on Recommendation Systems | 2023-09-04T01:14:48Z |
| 29 | Hitomi-Downloader | 16127 | 1632 | Python | 2445 | 🍰 Desktop utility to download images/videos/music/text from various websites, and more. | 2023-08-18T04:52:05Z |
| 30 | pyspider | 16008 | 3699 | Python | 271 | A Powerful Spider(Web Crawler) System in Python. | 2023-07-05T17:04:26Z |
| 31 | loguru | 15788 | 645 | Python | 102 | Python logging made (stupidly) simple | 2023-09-03T17:21:11Z |
| 32 | pydantic | 15503 | 1401 | Python | 334 | Data validation using Python type hints | 2023-09-03T13:29:49Z |
| 33 | chatgpt-on-wechat | 15494 | 4594 | Python | 168 | Wechat robot based on ChatGPT, which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人，基于 GPT3.5/GPT4.0/Claude/文心一言/讯飞星火 模型，支持个人微信、公众号、企业微信部署，能处理文本、语音和图片，访问操作系统和互联网，支持基于知识库定制专属机器人。 | 2023-09-04T02:47:02Z |
| 34 | Hello-Python | 15379 | 1036 | Python | 10 | 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... | 2023-08-03T18:45:43Z |
| 35 | ChatPaper | 14644 | 1635 | Python | 55 | 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 | 2023-08-28T01:25:48Z |
| 36 | tensor2tensor | 14023 | 3338 | 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 |
| 37 | awesome-oss-alternatives | 13873 | 748 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-09-01T06:51:17Z |
| 38 | mackup | 13630 | 920 | Python | 283 | Keep your application settings in sync (OS X/Linux) | 2023-08-04T08:25:16Z |
| 39 | wxpy | 13569 | 2383 | 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 |
| 40 | salt | 13476 | 5472 | Python | 2517 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2023-09-03T08:31:37Z |
| 41 | yapf | 13379 | 921 | Python | 352 | A formatter for Python files | 2023-09-03T14:05:47Z |
| 42 | learn_python3_spider | 13257 | 3251 | Python | 27 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2023-03-30T17:03:58Z |
| 43 | searx | 13134 | 1739 | Python | 301 | Privacy-respecting metasearch engine | 2023-09-01T06:10:47Z |
| 44 | mlc-llm | 12489 | 894 | Python | 138 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-09-02T11:43:50Z |
| 45 | albumentations | 12484 | 1528 | Python | 360 | 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 | 2023-08-23T09:00:59Z |
| 46 | pyxel | 12353 | 795 | Python | 17 | A retro game engine for Python | 2023-08-27T13:58:09Z |
| 47 | nltk | 12283 | 2784 | Python | 246 | NLTK Source | 2023-08-22T21:50:47Z |
| 48 | ChuanhuChatGPT | 12164 | 1915 | Python | 59 | GUI for ChatGPT API and many LLMs | 2023-09-03T20:58:02Z |
| 49 | dgl | 12144 | 2883 | Python | 316 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-09-04T03:03:48Z |
| 50 | PySimpleGUI | 11988 | 1755 | Python | 701 | Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs | 2023-08-31T16:24:23Z |
| 51 | synapse | 11293 | 2110 | Python | 1428 | Synapse: Matrix homeserver written in Python/Twisted. | 2023-09-02T21:17:32Z |
| 52 | pgcli | 11263 | 519 | Python | 157 | Postgres CLI with autocompletion and syntax highlighting | 2023-07-02T21:07:30Z |
| 53 | Chinese-Word-Vectors | 11134 | 2278 | Python | 58 | 100+ Chinese Word Vectors 上百种预训练中文词向量 | 2023-01-03T03:48:04Z |
| 54 | deep_learning_object_detection | 11080 | 2820 | Python | 4 | A paper list of object detection using deep learning. | 2022-10-19T08:10:29Z |
| 55 | seaborn | 11051 | 1789 | Python | 105 | Statistical data visualization in Python | 2023-09-02T02:47:57Z |
| 56 | chia-blockchain | 10941 | 2040 | Python | 139 | Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet) | 2023-09-03T07:36:50Z |
| 57 | pre-commit | 10862 | 744 | Python | 18 | A framework for managing and maintaining multi-language pre-commit hooks. | 2023-09-02T17:09:48Z |
| 58 | fast-style-transfer | 10790 | 2640 | Python | 100 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2023-07-16T02:36:30Z |
| 59 | numpy-100 | 10666 | 5250 | Python | 28 | 100 numpy exercises (with solutions) | 2023-07-21T20:15:19Z |
| 60 | owasp-mastg | 10624 | 2204 | Python | 116 | The Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes the technical processes for verifying the controls listed in the OWASP Mobile Application Security Verification Standard (MASVS). | 2023-08-19T07:24:56Z |
| 61 | sqlmodel | 10569 | 484 | Python | 178 | SQL databases in Python, designed for simplicity, compatibility, and robustness. | 2023-08-14T22:59:59Z |
| 62 | ParlAI | 10269 | 2077 | Python | 47 | A framework for training and evaluating AI models on a variety of openly available dialogue datasets. | 2023-08-31T05:18:13Z |
| 63 | tvm | 10262 | 3169 | Python | 536 | Open deep learning compiler stack for cpu, gpu and specialized accelerators | 2023-09-03T23:05:05Z |
| 64 | tweepy | 9870 | 4607 | Python | 59 | Twitter for Python! | 2023-08-26T17:49:30Z |
| 65 | borg | 9738 | 709 | Python | 435 | Deduplicating archiver with compression and authenticated encryption. | 2023-09-03T20:40:47Z |
| 66 | Meshroom | 9682 | 1018 | Python | 386 | 3D Reconstruction Software | 2023-09-01T07:22:54Z |
| 67 | paperless-ngx | 9680 | 511 | Python | 3 | A community-supported supercharged version of paperless: scan, index and archive all your physical documents | 2023-09-02T15:30:00Z |
| 68 | musicbox | 9676 | 1610 | Python | 221 | 网易云音乐命令行版本 | 2022-06-28T07:42:25Z |
| 69 | Fooocus | 9630 | 636 | Python | 135 | Focus on prompting and generating | 2023-09-02T13:00:22Z |
| 70 | sonnet | 9605 | 1360 | Python | 30 | TensorFlow-based neural network library | 2023-07-21T09:09:23Z |
| 71 | Nuitka | 9593 | 518 | Python | 136 | Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module. | 2023-08-31T20:48:04Z |
| 72 | binwalk | 9549 | 1425 | Python | 137 | Firmware Analysis Tool | 2023-08-23T23:11:31Z |
| 73 | ludwig | 9540 | 1085 | Python | 237 | Low-code framework for building custom LLMs, neural networks, and other AI models | 2023-09-03T18:09:42Z |
| 74 | MLAlgorithms | 9469 | 1654 | Python | 9 | Minimal and clean examples of machine learning algorithms implementations | 2023-03-30T13:46:08Z |
| 75 | node-gyp | 9244 | 1806 | Python | 169 | Node.js native addon build tool | 2023-08-26T08:48:32Z |
| 76 | falcon | 9236 | 924 | Python | 150 | The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale. | 2023-08-31T08:33:24Z |
| 77 | AudioGPT | 9141 | 789 | Python | 34 | AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head | 2023-07-26T06:24:22Z |
| 78 | serverless-application-model | 9087 | 2377 | Python | 106 | The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates. | 2023-09-01T21:49:27Z |
| 79 | chisel | 9020 | 814 | Python | 40 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2023-04-10T18:38:40Z |
| 80 | Keras-GAN | 9012 | 3161 | Python | 122 | Keras implementations of Generative Adversarial Networks. | 2022-12-12T05:55:51Z |
| 81 | generative-models | 8911 | 1086 | Python | 45 | Generative Models by Stability AI | 2023-08-17T17:21:39Z |
| 82 | statsmodels | 8811 | 2768 | Python | 2489 | Statsmodels: statistical modeling and econometrics in Python | 2023-09-01T10:54:50Z |
| 83 | great_expectations | 8737 | 1372 | Python | 109 | Always know what to expect from your data. | 2023-09-02T19:39:03Z |
| 84 | FlexGen | 8487 | 484 | Python | 38 | Running large language models on a single GPU for throughput-oriented scenarios. | 2023-07-21T22:38:31Z |
| 85 | PaddleSpeech | 8485 | 1603 | Python | 325 | Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award. | 2023-08-24T11:45:27Z |
| 86 | paramiko | 8485 | 1960 | Python | 762 | The leading native Python SSHv2 protocol library. | 2023-08-31T02:12:15Z |
| 87 | YOLOX | 8470 | 2041 | Python | 644 | YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/ | 2023-08-30T18:18:55Z |
| 88 | ImageAI | 8004 | 2110 | Python | 283 | A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities | 2023-09-01T11:39:23Z |
| 89 | opendrop | 8003 | 254 | Python | 37 | An open Apple AirDrop implementation written in Python | 2022-11-21T09:55:32Z |
| 90 | py-faster-rcnn | 7944 | 4157 | Python | 649 | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | 2019-11-07T04:31:35Z |
| 91 | docopt | 7829 | 570 | Python | 220 | Pythonic command line arguments parser, that will make you smile | 2023-08-15T12:23:44Z |
| 92 | paperless | 7781 | 511 | Python | 157 | Scan, index, and archive all of your paper documents | 2021-04-06T20:00:58Z |
| 93 | spyder | 7741 | 1572 | Python | 1071 | Official repository for Spyder - The Scientific Python Development Environment | 2023-09-03T17:31:58Z |
| 94 | sygil-webui | 7598 | 886 | Python | 76 | Stable Diffusion web UI | 2023-09-02T00:39:10Z |
| 95 | EfficientNet-PyTorch | 7501 | 1516 | Python | 150 | A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!) | 2022-04-08T12:30:25Z |
| 96 | dbt-core | 7461 | 1323 | Python | 409 | dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications. | 2023-09-03T09:09:27Z |
| 97 | video2x | 7456 | 811 | Python | 255 | A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018. | 2023-07-21T00:14:10Z |
| 98 | pyod | 7353 | 1286 | Python | 166 | A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection) | 2023-07-19T11:57:07Z |
| 99 | Airtest | 7324 | 1172 | Python | 361 | UI Automation Framework for Games and Apps | 2023-08-30T11:05:27Z |
| 100 | Osintgram | 7315 | 1617 | Python | 452 | Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname | 2023-08-06T16:38:23Z |